From 3cd110924942a4df0e32cd01da57b3e0a49b36f2 Mon Sep 17 00:00:00 2001 From: Jiarui Li Date: Sat, 27 Jun 2026 11:48:47 +0800 Subject: [PATCH] Add event-free survival evaluation --- build_icd10_chapter_organ_mapping.py | 332 +++++++ evaluate_auc.py | 14 +- evaluate_auc_v2.py | 35 +- evaluate_event_free_survival.py | 708 +++++++++++++++ future_event_free_survival.py | 269 ++++++ icd10_chapter_organ_mapping.csv | 1257 ++++++++++++++++++++++++++ 6 files changed, 2568 insertions(+), 47 deletions(-) create mode 100644 build_icd10_chapter_organ_mapping.py create mode 100644 evaluate_event_free_survival.py create mode 100644 future_event_free_survival.py create mode 100644 icd10_chapter_organ_mapping.csv diff --git a/build_icd10_chapter_organ_mapping.py b/build_icd10_chapter_organ_mapping.py new file mode 100644 index 0000000..9b6fb39 --- /dev/null +++ b/build_icd10_chapter_organ_mapping.py @@ -0,0 +1,332 @@ +from __future__ import annotations + +import csv +import re +from dataclasses import dataclass +from pathlib import Path + + +LABEL_OFFSET = 3 + + +@dataclass(frozen=True) +class ChapterRule: + chapter: str + start: str + end: str + title: str + organ_system: str + organ_system_label: str + + +CHAPTER_RULES = [ + ChapterRule( + "I", + "A00", + "B99", + "Certain infectious and parasitic diseases", + "infectious_systemic", + "Infectious / systemic", + ), + ChapterRule( + "II", + "C00", + "D48", + "Neoplasms", + "neoplasm", + "Neoplasm / oncology", + ), + ChapterRule( + "III", + "D50", + "D89", + "Diseases of the blood and blood-forming organs and certain immune disorders", + "hematologic_immune", + "Blood / immune", + ), + ChapterRule( + "IV", + "E00", + "E90", + "Endocrine, nutritional and metabolic diseases", + "endocrine_metabolic", + "Endocrine / metabolic", + ), + ChapterRule( + "V", + "F00", + "F99", + "Mental and behavioural disorders", + "mental_behavioral", + "Mental / behavioral", + ), + ChapterRule( + "VI", + "G00", + "G99", + "Diseases of the nervous system", + "nervous_system", + "Nervous system", + ), + ChapterRule( + "VII", + "H00", + "H59", + "Diseases of the eye and adnexa", + "eye", + "Eye", + ), + ChapterRule( + "VIII", + "H60", + "H95", + "Diseases of the ear and mastoid process", + "ear", + "Ear", + ), + ChapterRule( + "IX", + "I00", + "I99", + "Diseases of the circulatory system", + "circulatory", + "Circulatory system", + ), + ChapterRule( + "X", + "J00", + "J99", + "Diseases of the respiratory system", + "respiratory", + "Respiratory system", + ), + ChapterRule( + "XI", + "K00", + "K93", + "Diseases of the digestive system", + "digestive", + "Digestive system", + ), + ChapterRule( + "XII", + "L00", + "L99", + "Diseases of the skin and subcutaneous tissue", + "skin", + "Skin / subcutaneous tissue", + ), + ChapterRule( + "XIII", + "M00", + "M99", + "Diseases of the musculoskeletal system and connective tissue", + "musculoskeletal", + "Musculoskeletal / connective tissue", + ), + ChapterRule( + "XIV", + "N00", + "N99", + "Diseases of the genitourinary system", + "genitourinary", + "Genitourinary system", + ), + ChapterRule( + "XV", + "O00", + "O99", + "Pregnancy, childbirth and the puerperium", + "pregnancy_childbirth", + "Pregnancy / childbirth", + ), + ChapterRule( + "XVI", + "P00", + "P96", + "Certain conditions originating in the perinatal period", + "perinatal", + "Perinatal conditions", + ), + ChapterRule( + "XVII", + "Q00", + "Q99", + "Congenital malformations, deformations and chromosomal abnormalities", + "congenital_chromosomal", + "Congenital / chromosomal", + ), + ChapterRule( + "XVIII", + "R00", + "R99", + "Symptoms, signs and abnormal clinical and laboratory findings", + "symptoms_findings", + "Symptoms / findings", + ), + ChapterRule( + "XIX", + "S00", + "T98", + "Injury, poisoning and certain other consequences of external causes", + "injury_poisoning", + "Injury / poisoning", + ), + ChapterRule( + "XX", + "V01", + "Y98", + "External causes of morbidity and mortality", + "external_causes", + "External causes", + ), + ChapterRule( + "XXI", + "Z00", + "Z99", + "Factors influencing health status and contact with health services", + "health_services_factors", + "Health status / services factors", + ), + ChapterRule( + "XXII", + "U00", + "U99", + "Codes for special purposes", + "special_purposes", + "Special purposes", + ), +] + + +CODE_RE = re.compile(r"^([A-Z][0-9]{2})(?:\.[0-9A-Z]+)?\b") +UNKNOWN_CANCER_RE = re.compile(r"^(CXX)\b\s*(.*)$", re.IGNORECASE) + + +def code_key(code: str) -> tuple[str, int]: + code = code.upper().strip() + return code[0], int(code[1:3]) + + +def in_range(code: str, start: str, end: str) -> bool: + letter, number = code_key(code) + start_letter, start_number = code_key(start) + end_letter, end_number = code_key(end) + return (start_letter, start_number) <= (letter, number) <= (end_letter, end_number) + + +def parse_label(line: str) -> tuple[str, str]: + text = line.strip() + unknown_cancer = UNKNOWN_CANCER_RE.match(text) + if unknown_cancer: + return unknown_cancer.group(1).upper(), unknown_cancer.group(2).strip() + + match = CODE_RE.match(text) + if not match: + return text, "" + code = match.group(1).upper() + name = text[len(code):].strip() + if name.startswith("(") and name.endswith(")"): + name = name[1:-1] + return code, name + + +def assign_chapter(code: str) -> ChapterRule | None: + if code.upper().strip() == "CXX": + return CHAPTER_RULES[1] + if re.fullmatch(r"[A-Z][0-9]{2}", code.upper().strip()) is None: + return None + for rule in CHAPTER_RULES: + if in_range(code, rule.start, rule.end): + return rule + return None + + +def build_mapping(labels_path: Path, output_path: Path) -> None: + rows = [] + with labels_path.open("r", encoding="utf-8") as f: + for label_index, raw in enumerate(f): + text = raw.strip() + if not text: + continue + + token_id = LABEL_OFFSET + label_index + code, name = parse_label(text) + + if code.lower() == "death": + rows.append( + { + "label_index": label_index, + "token_id": token_id, + "code": "Death", + "name": "Death", + "icd10_chapter": "Death", + "icd10_range": "", + "icd10_chapter_title": "Death endpoint", + "organ_system": "death", + "organ_system_label": "Death", + "is_death": 1, + } + ) + continue + + rule = assign_chapter(code) + if rule is None: + rows.append( + { + "label_index": label_index, + "token_id": token_id, + "code": code, + "name": name, + "icd10_chapter": "Unmapped", + "icd10_range": "", + "icd10_chapter_title": "Unmapped", + "organ_system": "unmapped", + "organ_system_label": "Unmapped", + "is_death": 0, + } + ) + continue + + rows.append( + { + "label_index": label_index, + "token_id": token_id, + "code": code, + "name": name, + "icd10_chapter": rule.chapter, + "icd10_range": f"{rule.start}-{rule.end}", + "icd10_chapter_title": rule.title, + "organ_system": rule.organ_system, + "organ_system_label": rule.organ_system_label, + "is_death": 0, + } + ) + + fieldnames = [ + "label_index", + "token_id", + "code", + "name", + "icd10_chapter", + "icd10_range", + "icd10_chapter_title", + "organ_system", + "organ_system_label", + "is_death", + ] + with output_path.open("w", encoding="utf-8", newline="") as f: + writer = csv.DictWriter(f, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(rows) + + +def main() -> None: + build_mapping( + labels_path=Path("labels.csv"), + output_path=Path("icd10_chapter_organ_mapping.csv"), + ) + + +if __name__ == "__main__": + main() diff --git a/evaluate_auc.py b/evaluate_auc.py index c22250b..96d05b7 100644 --- a/evaluate_auc.py +++ b/evaluate_auc.py @@ -200,19 +200,7 @@ def _build_first_occurrence_maps( def _get_death_token_ids(dataset: HealthDataset) -> List[int]: - ids: List[int] = [] - - exact_codes = {"death", "", "dth", "deceased", "mortality"} - for token, code in dataset.label_id_to_code.items(): - token = int(token) - if token in SPECIAL_TOKENS: - continue - text = str(code).strip().lower() - if text in exact_codes or ("death" in text) or ("mortality" in text): - ids.append(token) - - death_ids = sorted(set(int(x) - for x in ids if int(x) not in SPECIAL_TOKENS)) + death_ids = [int(dataset.vocab_size) - 1] print(f"[INFO] death token ids: {death_ids}") return death_ids diff --git a/evaluate_auc_v2.py b/evaluate_auc_v2.py index 060f8e2..952d5f1 100644 --- a/evaluate_auc_v2.py +++ b/evaluate_auc_v2.py @@ -395,40 +395,7 @@ def _metadata_count_map(dataset: HealthDataset, labels_meta: Optional[pd.DataFra def _get_death_token_ids(dataset: HealthDataset, labels_meta: Optional[pd.DataFrame]) -> List[int]: - ids: List[int] = [] - - if labels_meta is not None and not labels_meta.empty: - meta = labels_meta.copy() - if "ICD-10 Chapter (short)" in meta.columns: - death_rows = meta[meta["ICD-10 Chapter (short)"].astype( - str) == "Death"] - code_col = _first_existing_column( - death_rows, ["Name", "code", "ICD10", "icd10", "label", "token", "disease_code"]) - if code_col is not None: - for raw in death_rows[code_col].astype(str).tolist(): - code = raw.split()[0].strip() - if code in dataset.label_code_to_id: - ids.append(int(dataset.label_code_to_id[code])) - elif "index" in death_rows.columns: - idx = pd.to_numeric(death_rows["index"], errors="coerce") - has_no_event = ( - NO_EVENT_IDX in dataset.label_id_to_code - and dataset.label_id_to_code.get(NO_EVENT_IDX) == "" - ) - if has_no_event: - idx = idx.where(idx < NO_EVENT_IDX, idx + 1) - ids.extend(int(x) for x in idx.dropna().astype(int).tolist()) - - exact_codes = {"death", "", "dth", "deceased", "mortality"} - for token, code in dataset.label_id_to_code.items(): - token = int(token) - if token in SPECIAL_TOKENS: - continue - text = str(code).strip().lower() - if text in exact_codes or ("death" in text) or ("mortality" in text): - ids.append(token) - - return sorted(set(int(x) for x in ids if int(x) not in SPECIAL_TOKENS)) + return [int(dataset.vocab_size) - 1] def _build_first_occurrence_maps( diff --git a/evaluate_event_free_survival.py b/evaluate_event_free_survival.py new file mode 100644 index 0000000..1f8f8c1 --- /dev/null +++ b/evaluate_event_free_survival.py @@ -0,0 +1,708 @@ +"""Compute landmark future event-free survival summaries for DeepHealth. + +For each selected patient and landmark age, this script computes: + +* P(alive and no new modeled disease within tau years); +* P(alive and no new disease in each ICD-10 chapter-derived system); +* historical modeled-disease count; +* historical modeled-disease count within each ICD-10 chapter-derived system. + +Death is always token vocab_size - 1. Disease groups are read from +icd10_chapter_organ_mapping.csv. +""" +from __future__ import annotations + +import argparse +import json +from pathlib import Path +from typing import Any, Dict, Iterable, List, Optional, Sequence + +import numpy as np +import pandas as pd +import torch +from torch.nn.utils.rnn import pad_sequence +from torch.utils.data import DataLoader, Dataset +from tqdm.auto import tqdm + +from dataset import AllFutureHealthDataset, HealthDataset +from evaluate_auc_v2 import ( + LandmarkDataset, + build_model_from_dataset, + cfg_get, + load_checkpoint_state_dict, + load_json_config, + load_model_state, + resolve_dist_mode_for_checkpoint, + resolve_eval_device, + validate_dataset_metadata, +) +from future_event_free_survival import ( + future_event_free_survival_from_probabilities, + probabilities_from_logits, +) +from models import DeepHealth +from readouts import build_readout +from targets import CHECKUP_IDX, NO_EVENT_IDX, PAD_IDX +from train_util import ( + load_extra_info_types_file, + split_all_future_datasets, + split_all_future_datasets_by_eid_files, + split_dataset, + split_dataset_by_eid_files, +) + + +SPECIAL_TOKENS = {PAD_IDX, CHECKUP_IDX, NO_EVENT_IDX} + + +class AllFutureSelectedSequenceDataset: + """Sequence-view dataset built from selected AllFutureHealthDataset patients.""" + + def __init__( + self, + base: AllFutureHealthDataset, + patient_indices: Iterable[int], + ) -> None: + self.base = base + self.label_code_to_id = base.label_code_to_id + self.label_id_to_code = base.label_id_to_code + self.vocab_size = base.vocab_size + self.n_types = base.n_types + self.n_cont_types = base.n_cont_types + self.n_categories = base.n_categories + self.cont_type_ids = base.cont_type_ids + self.extra_info_types = base.extra_info_types + + seen: set[int] = set() + self.samples: List[Dict[str, Any]] = [] + for pidx in patient_indices: + pidx = int(pidx) + if pidx in seen: + continue + seen.add(pidx) + patient = base.patients[pidx] + labels = np.asarray(patient["labels"], dtype=np.int64) + times = np.asarray(patient["times"], dtype=np.float32) + if labels.size < 2: + continue + input_len = int(labels.size - 1) + self.samples.append( + { + "eid": int(patient["eid"]), + "event_seq": labels[:-1], + "time_seq": times[:-1], + "target_event_seq": labels[1:], + "target_time_seq": times[1:], + "readout_mask": np.ones(input_len, dtype=bool), + "sex": int(patient["sex"]), + "other_type": np.asarray(patient["other_type"], dtype=np.int64), + "other_value": np.asarray(patient["other_value"], dtype=np.float32), + "other_value_kind": np.asarray(patient["other_value_kind"], dtype=np.int64), + "other_time": np.asarray(patient["other_time"], dtype=np.float32), + } + ) + + def __len__(self) -> int: + return len(self.samples) + + +def parse_int_list(value: Any) -> Optional[List[int]]: + if value is None: + return None + if isinstance(value, (list, tuple, np.ndarray)): + return [int(x) for x in value] + text = str(value).strip() + if text == "": + return None + if text.startswith("["): + values = json.loads(text) + if not isinstance(values, list): + raise ValueError(f"Expected a JSON list, got {type(values).__name__}") + return [int(x) for x in values] + return [int(x.strip()) for x in text.split(",") if x.strip()] + + +def load_extra_info_types(value: Any) -> Optional[List[int]]: + if value is None: + return None + text = str(value) + path = Path(text) + if path.exists(): + return load_extra_info_types_file(text) + return parse_int_list(value) + + +def make_landmark_ages(start: float, stop: float, step: float) -> np.ndarray: + if step <= 0: + raise ValueError("landmark_step must be positive") + if stop < start: + raise ValueError("landmark_stop must be >= landmark_start") + # Include stop when it lands on the grid, e.g. 40,45,...,80. + return np.arange(start, stop + step * 0.5, step, dtype=np.float32) + + +def build_first_occurrence_maps_for_landmarks( + dataset: HealthDataset, + subset_indices: np.ndarray, +) -> Dict[int, tuple[np.ndarray, np.ndarray]]: + first_lists: Dict[int, list[tuple[int, float]]] = {} + for patient_id, dataset_index in enumerate(np.asarray(subset_indices, dtype=np.int64).tolist()): + s = dataset.samples[int(dataset_index)] + seq_event = np.asarray(s["event_seq"], dtype=np.int64) + seq_time = np.asarray(s["time_seq"], dtype=np.float32) + tgt_event = np.asarray(s["target_event_seq"], dtype=np.int64) + tgt_time = np.asarray(s["target_time_seq"], dtype=np.float32) + if seq_event.size == 0 or tgt_event.size == 0: + continue + + full_event = np.concatenate([seq_event, tgt_event[-1:]]) + full_time = np.concatenate([seq_time, tgt_time[-1:]]) + uniq_tokens, first_idx = np.unique(full_event, return_index=True) + for token, idx in zip(uniq_tokens.tolist(), first_idx.tolist()): + token = int(token) + if token in SPECIAL_TOKENS: + continue + first_lists.setdefault(token, []).append((patient_id, float(full_time[int(idx)]))) + + return { + int(token): ( + np.asarray([p for p, _ in pairs], dtype=np.int32), + np.asarray([t for _, t in pairs], dtype=np.float32), + ) + for token, pairs in first_lists.items() + if pairs + } + + +def normalize_eval_split(args: argparse.Namespace, cfg: Dict[str, Any]) -> str: + eval_split = str(cfg_get(args, cfg, "eval_split", "test")).lower() + if eval_split in {"valid", "validation"}: + return "val" + if eval_split not in {"train", "val", "test", "all"}: + raise ValueError(f"Unsupported eval_split={eval_split!r}") + return eval_split + + +def _subset_indices(subset: Any) -> np.ndarray: + if not hasattr(subset, "indices"): + raise TypeError(f"Expected a torch Subset-like object, got {type(subset).__name__}") + return np.asarray(subset.indices, dtype=np.int64) + + +def _patient_indices_from_all_future_subset( + dataset: AllFutureHealthDataset, + subset: Any, +) -> np.ndarray: + indices = _subset_indices(subset) + if dataset.split == "train": + return indices + patient_indices = [ + int(dataset.valid_queries[int(query_idx)][0]) + for query_idx in indices.tolist() + ] + return np.asarray(sorted(set(patient_indices)), dtype=np.int64) + + +def load_training_style_sequence_dataset( + args: argparse.Namespace, + cfg: Dict[str, Any], +) -> tuple[Any, np.ndarray, str, str]: + eval_split = normalize_eval_split(args, cfg) + model_target_mode = str(cfg.get("model_target_mode", "next_token")).lower() + data_prefix = str(cfg.get("data_prefix", "ukb")) + labels_file = str(cfg.get("labels_file", "labels.csv")) + no_event_interval_years = float(cfg.get("no_event_interval_years", 5.0)) + include_no_event_in_uts_target = bool(cfg.get("include_no_event_in_uts_target", False)) + extra_info_types = load_extra_info_types(args.extra_info_types) + if extra_info_types is None: + extra_info_types = parse_int_list(cfg.get("extra_info_types", None)) + + train_eid_file = cfg_get(args, cfg, "train_eid_file", "ukb_train_eid.csv") + val_eid_file = cfg_get(args, cfg, "val_eid_file", "ukb_val_eid.csv") + test_eid_file = cfg_get(args, cfg, "test_eid_file", "ukb_test_eid.csv") + split_files_exist = all( + Path(str(path)).exists() + for path in (train_eid_file, val_eid_file, test_eid_file) + ) + + if model_target_mode == "all_future": + print("Loading AllFutureHealthDataset objects using the training path...") + train_dataset = AllFutureHealthDataset( + data_prefix=data_prefix, + labels_file=labels_file, + split="train", + min_history_events=int(cfg.get("all_future_min_history_events", 1)), + min_future_events=int(cfg.get("all_future_min_future_events", 1)), + validation_query_seed=int(cfg.get("all_future_validation_query_seed", cfg.get("seed", 42))), + extra_info_types=extra_info_types, + ) + val_dataset = AllFutureHealthDataset( + data_prefix=data_prefix, + labels_file=labels_file, + split="valid", + min_history_events=int(cfg.get("all_future_min_history_events", 1)), + min_future_events=int(cfg.get("all_future_min_future_events", 1)), + validation_query_seed=int(cfg.get("all_future_validation_query_seed", cfg.get("seed", 42))), + extra_info_types=extra_info_types, + ) + test_dataset = AllFutureHealthDataset( + data_prefix=data_prefix, + labels_file=labels_file, + split="test", + min_history_events=int(cfg.get("all_future_min_history_events", 1)), + min_future_events=int(cfg.get("all_future_min_future_events", 1)), + validation_query_seed=int(cfg.get("all_future_validation_query_seed", cfg.get("seed", 42))), + extra_info_types=extra_info_types, + ) + if split_files_exist: + train_subset, val_subset, test_subset = split_all_future_datasets_by_eid_files( + train_dataset=train_dataset, + val_dataset=val_dataset, + test_dataset=test_dataset, + train_eid_file=train_eid_file, + val_eid_file=val_eid_file, + test_eid_file=test_eid_file, + ) + split_source = "eid_files" + else: + train_subset, val_subset, test_subset = split_all_future_datasets( + train_dataset=train_dataset, + val_dataset=val_dataset, + test_dataset=test_dataset, + train_ratio=float(cfg_get(args, cfg, "train_ratio", 0.7)), + val_ratio=float(cfg_get(args, cfg, "val_ratio", 0.15)), + test_ratio=float(cfg_get(args, cfg, "test_ratio", 0.15)), + seed=int(cfg_get(args, cfg, "seed", 42)), + ) + split_source = "ratio_split" + + split_map = { + "train": (train_dataset, train_subset), + "val": (val_dataset, val_subset), + "test": (test_dataset, test_subset), + } + if eval_split == "all": + patient_indices = np.arange(len(train_dataset.patients), dtype=np.int64) + dataset = AllFutureSelectedSequenceDataset(train_dataset, patient_indices) + else: + source_dataset, subset = split_map[eval_split] + patient_indices = _patient_indices_from_all_future_subset(source_dataset, subset) + dataset = AllFutureSelectedSequenceDataset(source_dataset, patient_indices) + out = np.arange(len(dataset.samples), dtype=np.int64) + else: + print("Loading HealthDataset using the training path...") + dataset = HealthDataset( + data_prefix=data_prefix, + labels_file=labels_file, + no_event_interval_years=no_event_interval_years, + include_no_event_in_uts_target=include_no_event_in_uts_target, + extra_info_types=extra_info_types, + ) + if split_files_exist: + train_subset, val_subset, test_subset = split_dataset_by_eid_files( + dataset=dataset, + train_eid_file=train_eid_file, + val_eid_file=val_eid_file, + test_eid_file=test_eid_file, + ) + split_source = "eid_files" + else: + train_subset, val_subset, test_subset = split_dataset( + dataset=dataset, + train_ratio=float(cfg_get(args, cfg, "train_ratio", 0.7)), + val_ratio=float(cfg_get(args, cfg, "val_ratio", 0.15)), + test_ratio=float(cfg_get(args, cfg, "test_ratio", 0.15)), + seed=int(cfg_get(args, cfg, "seed", 42)), + ) + split_source = "ratio_split" + split_map = { + "train": _subset_indices(train_subset), + "val": _subset_indices(val_subset), + "test": _subset_indices(test_subset), + "all": np.arange(len(dataset.samples), dtype=np.int64), + } + out = split_map[eval_split] + + subset_size = cfg_get(args, cfg, "dataset_subset_size", None) + if subset_size is not None and int(subset_size) > 0: + out = out[: int(subset_size)] + return dataset, np.asarray(out, dtype=np.int64), eval_split, split_source + + +def load_organ_groups( + path: Path, + *, + vocab_size: int, +) -> tuple[dict[str, list[int]], dict[str, str], dict[int, str]]: + table = pd.read_csv(path) + required = {"token_id", "organ_system", "organ_system_label", "is_death"} + missing = required - set(table.columns) + if missing: + raise ValueError(f"{path} is missing columns: {sorted(missing)}") + + death_idx = int(vocab_size) - 1 + groups: dict[str, list[int]] = {} + labels: dict[str, str] = {} + token_to_group: dict[int, str] = {} + for row in table.itertuples(index=False): + token = int(getattr(row, "token_id")) + if token in SPECIAL_TOKENS or token == death_idx: + continue + if token < 0 or token >= int(vocab_size): + continue + if int(getattr(row, "is_death")) == 1: + continue + group = str(getattr(row, "organ_system")) + label = str(getattr(row, "organ_system_label")) + groups.setdefault(group, []).append(token) + labels[group] = label + token_to_group[token] = group + + groups = {k: sorted(set(v)) for k, v in groups.items() if v} + return groups, labels, token_to_group + + +class IndexedLandmarkDataset(Dataset): + def __init__(self, base: LandmarkDataset) -> None: + self.base = base + + def __len__(self) -> int: + return len(self.base) + + def __getitem__(self, idx: int) -> Dict[str, torch.Tensor]: + item = dict(self.base[idx]) + item["row_idx"] = torch.tensor(int(idx), dtype=torch.long) + return item + + +def collate_indexed_landmark_fn(batch: List[Dict[str, torch.Tensor]]) -> Dict[str, torch.Tensor]: + event_seq = pad_sequence( + [x["event_seq"] for x in batch], batch_first=True, padding_value=PAD_IDX + ) + time_seq = pad_sequence( + [x["time_seq"] for x in batch], batch_first=True, padding_value=0.0 + ) + readout_mask = pad_sequence( + [x["readout_mask"] for x in batch], batch_first=True, padding_value=False + ) + other_type = pad_sequence( + [x["other_type"] for x in batch], batch_first=True, padding_value=0 + ) + other_value = pad_sequence( + [x["other_value"] for x in batch], batch_first=True, padding_value=0.0 + ) + other_value_kind = pad_sequence( + [x["other_value_kind"] for x in batch], batch_first=True, padding_value=0 + ) + other_time = pad_sequence( + [x["other_time"] for x in batch], batch_first=True, padding_value=0.0 + ) + return { + "event_seq": event_seq, + "time_seq": time_seq, + "padding_mask": event_seq > PAD_IDX, + "readout_mask": readout_mask, + "sex": torch.stack([x["sex"] for x in batch]), + "other_type": other_type, + "other_value": other_value, + "other_value_kind": other_value_kind, + "other_time": other_time, + "landmark_pos": torch.stack([x["landmark_pos"] for x in batch]), + "t_query": torch.stack([x["t_query"] for x in batch]), + "patient_id": torch.stack([x["patient_id"] for x in batch]), + "landmark_age": torch.stack([x["landmark_age"] for x in batch]), + "followup_end_time": torch.stack([x["followup_end_time"] for x in batch]), + "death_time": torch.stack([x["death_time"] for x in batch]), + "row_idx": torch.stack([x["row_idx"] for x in batch]), + } + + +@torch.inference_mode() +def infer_landmark_hidden( + *, + model: DeepHealth, + batch: Dict[str, torch.Tensor], + device: torch.device, + model_target_mode: str, + readout_name: str, + readout_reduce: str, +) -> torch.Tensor: + batch_dev = { + k: (v.to(device, non_blocking=True) if isinstance(v, torch.Tensor) else v) + for k, v in batch.items() + } + if model_target_mode == "all_future": + return model( + event_seq=batch_dev["event_seq"].long(), + time_seq=batch_dev["time_seq"].float(), + sex=batch_dev["sex"].long(), + padding_mask=batch_dev["padding_mask"].bool(), + t_query=batch_dev["t_query"].float(), + other_type=batch_dev["other_type"].long(), + other_value=batch_dev["other_value"].float(), + other_value_kind=batch_dev["other_value_kind"].long(), + other_time=batch_dev["other_time"].float(), + target_mode="all_future", + ) + + hidden = model( + event_seq=batch_dev["event_seq"].long(), + time_seq=batch_dev["time_seq"].float(), + sex=batch_dev["sex"].long(), + padding_mask=batch_dev["padding_mask"].bool(), + other_type=batch_dev["other_type"].long(), + other_value=batch_dev["other_value"].float(), + other_value_kind=batch_dev["other_value_kind"].long(), + other_time=batch_dev["other_time"].float(), + target_mode="next_token", + ) + readout = build_readout(readout_name, reduce=readout_reduce) + readout_out = readout( + hidden=hidden, + time_seq=batch_dev["time_seq"].float(), + padding_mask=batch_dev["padding_mask"].bool(), + readout_mask=batch_dev["readout_mask"].bool(), + ) + return readout_out.hidden.gather( + 1, + batch_dev["landmark_pos"].long()[:, None, None].expand( + -1, 1, readout_out.hidden.shape[-1] + ), + ).squeeze(1) + + +def make_occurred_mask( + event_seq: torch.Tensor, + *, + vocab_size: int, + device: torch.device, +) -> torch.Tensor: + occurred = torch.zeros(event_seq.shape[0], int(vocab_size), dtype=torch.bool, device=device) + valid = (event_seq >= 0) & (event_seq < int(vocab_size)) + safe = event_seq.clamp(min=0, max=int(vocab_size) - 1).to(device) + occurred.scatter_(1, safe, valid.to(device)) + return occurred + + +def historical_counts_by_group( + tokens: np.ndarray, + *, + death_idx: int, + token_to_group: dict[int, str], + group_names: Sequence[str], +) -> tuple[int, dict[str, int]]: + unique_tokens = { + int(token) + for token in np.asarray(tokens, dtype=np.int64).tolist() + if int(token) not in SPECIAL_TOKENS and int(token) != int(death_idx) + } + total = len(unique_tokens) + out = {group: 0 for group in group_names} + for token in unique_tokens: + group = token_to_group.get(token) + if group in out: + out[group] += 1 + return total, out + + +def output_name_for_run(run_path: Path, eval_split: str, tau: float) -> Path: + return run_path / f"event_free_survival_{eval_split}_tau{tau:g}y.csv" + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser( + description="Compute landmark event-free survival summaries." + ) + parser.add_argument("--run_path", type=str, required=True) + parser.add_argument("--output_path", type=str, default=None) + parser.add_argument("--organ_mapping_path", type=str, default="icd10_chapter_organ_mapping.csv") + parser.add_argument("--eval_split", type=str, default=None) + parser.add_argument("--dataset_subset_size", type=int, default=None) + parser.add_argument("--train_eid_file", type=str, default=None) + parser.add_argument("--val_eid_file", type=str, default=None) + parser.add_argument("--test_eid_file", type=str, default=None) + parser.add_argument("--landmark_start", type=float, default=40.0) + parser.add_argument("--landmark_stop", type=float, default=80.0) + parser.add_argument("--landmark_step", type=float, default=5.0) + parser.add_argument("--tau", type=float, default=5.0) + parser.add_argument("--min_history_events", type=int, default=None) + parser.add_argument("--batch_size", type=int, default=None) + parser.add_argument("--num_workers", type=int, default=None) + parser.add_argument("--device", type=str, default=None) + parser.add_argument("--extra_info_types", type=str, default=None) + return parser.parse_args() + + +def main() -> None: + args = parse_args() + run_path = Path(args.run_path) + config_path = run_path / "train_config.json" + checkpoint_path = run_path / "best_model.pt" + if not config_path.exists(): + raise FileNotFoundError(f"train_config.json not found: {config_path}") + if not checkpoint_path.exists(): + raise FileNotFoundError(f"best_model.pt not found: {checkpoint_path}") + + cfg = load_json_config(config_path) + model_target_mode = str(cfg.get("model_target_mode", "next_token")).lower() + if model_target_mode not in {"next_token", "all_future"}: + raise ValueError(f"Unsupported model_target_mode: {model_target_mode!r}") + + target_mode = str(cfg.get("target_mode", "uts")) + attn_mask_mode = str( + cfg.get("attn_mask_mode", "non_strict_time" if target_mode == "uts" else "target_aware") + ) + readout_name = str(cfg.get("readout_name", "same_time_group_end" if target_mode == "uts" else "token")) + readout_reduce = str(cfg.get("readout_reduce", "mean")) + + dataset, subset_indices, eval_split, split_source = load_training_style_sequence_dataset( + args, + cfg, + ) + validate_dataset_metadata(dataset, cfg) + + landmark_ages = make_landmark_ages( + float(args.landmark_start), + float(args.landmark_stop), + float(args.landmark_step), + ) + tau = float(args.tau) + if tau < 0: + raise ValueError("tau must be non-negative") + + first_occurrence_by_token = build_first_occurrence_maps_for_landmarks( + dataset, + subset_indices, + ) + death_idx = int(dataset.vocab_size) - 1 + landmark_dataset = LandmarkDataset( + dataset=dataset, + subset_indices=subset_indices, + landmark_ages=landmark_ages, + attn_mask_mode=attn_mask_mode, + model_target_mode=model_target_mode, + min_history_events=int(cfg_get(args, cfg, "min_history_events", 1)), + first_occurrence_by_token=first_occurrence_by_token, + death_token_ids=[death_idx], + ) + + organ_groups, organ_labels, token_to_group = load_organ_groups( + Path(args.organ_mapping_path), + vocab_size=int(dataset.vocab_size), + ) + group_names = sorted(organ_groups) + + state_dict = load_checkpoint_state_dict(checkpoint_path, map_location="cpu") + dist_mode = resolve_dist_mode_for_checkpoint(str(cfg.get("dist_mode", "exponential")), state_dict) + cfg_model = dict(cfg) + cfg_model["dist_mode"] = dist_mode + device = resolve_eval_device(args.device) + model = build_model_from_dataset(args, cfg_model, dataset).to(device) + load_model_state(model, state_dict) + model.eval() + + batch_size = int(cfg_get(args, cfg, "batch_size", 128)) + num_workers = int(cfg_get(args, cfg, "num_workers", 4)) + loader = DataLoader( + IndexedLandmarkDataset(landmark_dataset), + batch_size=batch_size, + shuffle=False, + collate_fn=collate_indexed_landmark_fn, + num_workers=num_workers, + pin_memory=device.type == "cuda", + persistent_workers=num_workers > 0, + prefetch_factor=2 if num_workers > 0 else None, + ) + + output_path = Path(args.output_path) if args.output_path else output_name_for_run(run_path, eval_split, tau) + output_path.parent.mkdir(parents=True, exist_ok=True) + + print(f"Eval split: {eval_split}") + print(f"Split source: {split_source}") + print(f"Selected patients: {len(subset_indices)}") + print(f"Landmark ages: {landmark_ages.tolist()}") + print(f"Tau: {tau:g} years") + print(f"Dist mode: {dist_mode}") + print(f"Death token: {death_idx}") + print(f"Organ/system groups: {len(group_names)}") + print(f"Landmark rows: {len(landmark_dataset)}") + print(f"Output: {output_path}") + + rows: list[dict[str, Any]] = [] + for batch in tqdm(loader, desc="Event-free survival", dynamic_ncols=True): + hidden = infer_landmark_hidden( + model=model, + batch=batch, + device=device, + model_target_mode=model_target_mode, + readout_name=readout_name, + readout_reduce=readout_reduce, + ) + logits = model.calc_risk(hidden) + rho = model.calc_weibull_rho(hidden) if dist_mode == "weibull" else None + death_rho = model.calc_death_rho(hidden) if dist_mode == "mixed" else None + probabilities = probabilities_from_logits( + logits, + tau, + dist_mode=dist_mode, + rho=rho, + death_rho=death_rho, + ) + occurred = make_occurred_mask( + batch["event_seq"].to(device), + vocab_size=int(dataset.vocab_size), + device=device, + ) + + all_survival = future_event_free_survival_from_probabilities( + probabilities, + occurred, + disease_ids=None, + vocab_size=int(dataset.vocab_size), + ).detach().cpu().numpy() + + group_survival: dict[str, np.ndarray] = {} + for group in group_names: + group_survival[group] = future_event_free_survival_from_probabilities( + probabilities, + occurred, + disease_ids=organ_groups[group], + vocab_size=int(dataset.vocab_size), + ).detach().cpu().numpy() + + row_indices = batch["row_idx"].cpu().numpy().astype(np.int64) + for j, row_idx in enumerate(row_indices.tolist()): + meta = landmark_dataset.rows[int(row_idx)] + dataset_index = int(meta["dataset_index"]) + sample = dataset.samples[dataset_index] + hist_tokens = np.asarray(meta["event_seq"], dtype=np.int64) + total_count, group_counts = historical_counts_by_group( + hist_tokens, + death_idx=death_idx, + token_to_group=token_to_group, + group_names=group_names, + ) + + out: dict[str, Any] = { + "patient_id": int(meta["patient_id"]), + "dataset_index": dataset_index, + "eid": int(sample.get("eid", -1)), + "sex": int(meta["sex"]), + "landmark_age": float(meta["landmark_age"]), + "tau": tau, + "followup_end_time": float(meta["followup_end_time"]), + "history_disease_count": int(total_count), + "event_free_survival_all": float(all_survival[j]), + } + for group in group_names: + out[f"history_count__{group}"] = int(group_counts[group]) + out[f"event_free_survival__{group}"] = float(group_survival[group][j]) + rows.append(out) + + df = pd.DataFrame(rows) + df.to_csv(output_path, index=False) + print(f"Wrote {len(df)} rows to {output_path}") + + +if __name__ == "__main__": + main() diff --git a/future_event_free_survival.py b/future_event_free_survival.py new file mode 100644 index 0000000..bc51aca --- /dev/null +++ b/future_event_free_survival.py @@ -0,0 +1,269 @@ +from __future__ import annotations + +from collections.abc import Sequence +from typing import Any, overload + +import numpy as np + +try: + import torch + import torch.nn.functional as F +except ModuleNotFoundError: # pragma: no cover - optional for numpy-only use + torch = None + F = None + + +ArrayLike = Any + + +def _death_token(vocab_size: int) -> int: + if int(vocab_size) <= 0: + raise ValueError(f"vocab_size must be positive, got {vocab_size}") + return int(vocab_size) - 1 + + +def _infer_vocab_size(x: ArrayLike, vocab_size: int | None) -> int: + if x.ndim != 2: + raise ValueError(f"Expected a 2D array/tensor with shape (N, V), got {tuple(x.shape)}") + inferred = int(x.shape[1]) + if vocab_size is None: + return inferred + if int(vocab_size) != inferred: + raise ValueError(f"vocab_size={vocab_size} does not match input width {inferred}") + return int(vocab_size) + + +def _normalize_disease_ids( + disease_ids: Sequence[int] | np.ndarray | torch.Tensor | None, + *, + vocab_size: int, + excluded_token_ids: Sequence[int], +) -> list[int]: + death_idx = _death_token(vocab_size) + excluded = { + int(idx) + for idx in excluded_token_ids + if 0 <= int(idx) < vocab_size + } + excluded.add(death_idx) + if disease_ids is None: + return [idx for idx in range(vocab_size) if idx not in excluded] + + if torch is not None and isinstance(disease_ids, torch.Tensor): + raw = disease_ids.detach().cpu().reshape(-1).tolist() + else: + raw = np.asarray(disease_ids).reshape(-1).tolist() + + out: list[int] = [] + seen: set[int] = set() + for value in raw: + idx = int(value) + if idx < 0 or idx >= vocab_size: + raise ValueError(f"disease id {idx} is outside [0, {vocab_size})") + if idx in excluded: + continue + if idx not in seen: + seen.add(idx) + out.append(idx) + return out + + +@overload +def future_event_free_survival_from_probabilities( + probabilities: torch.Tensor, + occurred: torch.Tensor, + disease_ids: Sequence[int] | np.ndarray | torch.Tensor | None = None, + *, + vocab_size: int | None = None, + excluded_token_ids: Sequence[int] = (0, 1, 2), + eps: float = 1e-7, +) -> torch.Tensor: + ... + + +@overload +def future_event_free_survival_from_probabilities( + probabilities: np.ndarray, + occurred: np.ndarray, + disease_ids: Sequence[int] | np.ndarray | torch.Tensor | None = None, + *, + vocab_size: int | None = None, + excluded_token_ids: Sequence[int] = (0, 1, 2), + eps: float = 1e-7, +) -> np.ndarray: + ... + + +def future_event_free_survival_from_probabilities( + probabilities: ArrayLike, + occurred: ArrayLike, + disease_ids: Sequence[int] | np.ndarray | torch.Tensor | None = None, + *, + vocab_size: int | None = None, + excluded_token_ids: Sequence[int] = (0, 1, 2), + eps: float = 1e-7, +) -> ArrayLike: + """ + Compute P(alive and no new selected disease in the next tau years). + + Parameters + ---------- + probabilities: + Matrix with shape (N, V). Entry (i, d) is p_d(t, tau), the model's + future first-occurrence probability for token d over the chosen tau. + The death probability is always read from token V - 1. + + occurred: + Boolean matrix with shape (N, V). Entry (i, d) is True if disease d has + already occurred at or before query time t. Already occurred diseases do + not contribute to "new disease" risk. + + disease_ids: + Optional subset of disease tokens. If None, all non-death tokens are + included except excluded_token_ids. If provided, death and excluded + tokens are ignored here and death is still handled separately as + survival. + + vocab_size: + Optional vocabulary size. If omitted, inferred from probabilities. + + excluded_token_ids: + Technical tokens to exclude from "new disease" calculations. Defaults + to (0, 1, 2), matching PAD, CHECKUP, and NO_EVENT. + + Returns + ------- + Array/tensor with shape (N,): + Approximate probability of being alive and having no newly occurring + disease among the selected disease tokens over the same tau horizon. + """ + vocab_size = _infer_vocab_size(probabilities, vocab_size) + death_idx = _death_token(vocab_size) + selected = _normalize_disease_ids( + disease_ids, + vocab_size=vocab_size, + excluded_token_ids=excluded_token_ids, + ) + + if tuple(occurred.shape) != tuple(probabilities.shape): + raise ValueError( + "occurred must have the same shape as probabilities, got " + f"{tuple(occurred.shape)} vs {tuple(probabilities.shape)}" + ) + + if torch is not None and isinstance(probabilities, torch.Tensor): + probs = probabilities.clamp(min=0.0, max=1.0 - float(eps)) + occurred_bool = occurred.to(device=probs.device, dtype=torch.bool) + log_survival = torch.log1p(-probs[:, death_idx]) + if selected: + ids = torch.as_tensor(selected, dtype=torch.long, device=probs.device) + new_mask = ~occurred_bool[:, ids] + log_no_new = torch.log1p(-probs[:, ids]) * new_mask.to(probs.dtype) + log_survival = log_survival + log_no_new.sum(dim=1) + return torch.exp(log_survival) + + probs_np = np.clip(np.asarray(probabilities), 0.0, 1.0 - float(eps)) + occurred_bool_np = np.asarray(occurred, dtype=bool) + log_survival_np = np.log1p(-probs_np[:, death_idx]) + if selected: + selected_arr = np.asarray(selected, dtype=np.int64) + new_mask_np = ~occurred_bool_np[:, selected_arr] + log_no_new_np = np.log1p(-probs_np[:, selected_arr]) * new_mask_np + log_survival_np = log_survival_np + log_no_new_np.sum(axis=1) + return np.exp(log_survival_np) + + +def probabilities_from_logits( + logits: torch.Tensor, + tau_years: float | torch.Tensor, + *, + dist_mode: str = "exponential", + rho: torch.Tensor | None = None, + death_rho: torch.Tensor | None = None, + eps: float = 1e-8, +) -> torch.Tensor: + """ + Convert all-future logits to tau-year event probabilities. + + The death token is always treated as vocab_size - 1. For dist_mode="mixed", + non-death tokens use exponential hazards and the death token uses + death_rho. For dist_mode="weibull", rho must have the same shape as logits. + """ + if torch is None or F is None: + raise ImportError("probabilities_from_logits requires PyTorch.") + if logits.ndim != 2: + raise ValueError(f"logits must have shape (N, V), got {tuple(logits.shape)}") + if float(torch.as_tensor(tau_years).detach().min().cpu()) < 0: + raise ValueError("tau_years must be non-negative") + + mode = str(dist_mode).lower() + if mode not in {"exponential", "weibull", "mixed"}: + raise ValueError("dist_mode must be one of: exponential, weibull, mixed") + + rate = F.softplus(logits) + float(eps) + tau = torch.as_tensor(tau_years, dtype=rate.dtype, device=rate.device) + if tau.ndim == 0: + tau = tau.expand(logits.shape[0]) + if tau.ndim != 1 or tau.shape[0] != logits.shape[0]: + raise ValueError( + "tau_years must be a scalar or a 1D tensor with length N, got " + f"{tuple(tau.shape)} for N={logits.shape[0]}" + ) + + if mode == "exponential": + exposure = tau[:, None].expand_as(rate) + elif mode == "weibull": + if rho is None or rho.shape != logits.shape: + raise ValueError("rho must have the same shape as logits for dist_mode='weibull'") + exposure = torch.pow(tau[:, None].clamp_min(float(eps)), rho.to(rate.dtype)) + else: + exposure = tau[:, None].expand_as(rate).clone() + if death_rho is None: + raise ValueError("death_rho is required for dist_mode='mixed'") + death_idx = _death_token(logits.shape[1]) + death_shape = tuple(death_rho.shape) + death_rho = death_rho.to(device=rate.device, dtype=rate.dtype) + if death_rho.ndim == 2 and death_rho.shape[1] == 1: + death_rho = death_rho.squeeze(1) + if death_rho.ndim != 1 or death_rho.shape[0] != logits.shape[0]: + raise ValueError( + "death_rho must have shape (N,) or (N, 1), got " + f"{death_shape} for N={logits.shape[0]}" + ) + exposure[:, death_idx] = torch.pow(tau.clamp_min(float(eps)), death_rho) + + return -torch.expm1(-rate * exposure) + + +def future_event_free_survival_from_logits( + logits: torch.Tensor, + occurred: torch.Tensor, + tau_years: float | torch.Tensor, + disease_ids: Sequence[int] | np.ndarray | torch.Tensor | None = None, + *, + dist_mode: str = "exponential", + rho: torch.Tensor | None = None, + death_rho: torch.Tensor | None = None, + eps: float = 1e-8, +) -> torch.Tensor: + """ + Convenience wrapper for computing future event-free survival from logits. + + Returns P(alive and no new selected disease in the next tau years), with + death fixed to token vocab_size - 1. + """ + probabilities = probabilities_from_logits( + logits=logits, + tau_years=tau_years, + dist_mode=dist_mode, + rho=rho, + death_rho=death_rho, + eps=eps, + ) + return future_event_free_survival_from_probabilities( + probabilities=probabilities, + occurred=occurred, + disease_ids=disease_ids, + vocab_size=logits.shape[1], + excluded_token_ids=excluded_token_ids, + ) diff --git a/icd10_chapter_organ_mapping.csv b/icd10_chapter_organ_mapping.csv new file mode 100644 index 0000000..821eae3 --- /dev/null +++ b/icd10_chapter_organ_mapping.csv @@ -0,0 +1,1257 @@ +label_index,token_id,code,name,icd10_chapter,icd10_range,icd10_chapter_title,organ_system,organ_system_label,is_death +0,3,A00,cholera,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +1,4,A01,typhoid and paratyphoid fevers,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +2,5,A02,other salmonella infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +3,6,A03,shigellosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +4,7,A04,other bacterial intestinal infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +5,8,A05,other bacterial foodborne intoxications,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +6,9,A06,amoebiasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +7,10,A07,other protozoal intestinal diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +8,11,A08,viral and other specified intestinal infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +9,12,A09,diarrhoea and gastro-enteritis of presumed infectious origin,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +10,13,A15,"respiratory tuberculosis, bacteriologically and histologically confirmed",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +11,14,A16,"respiratory tuberculosis, not confirmed bacteriologically or histologically",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +12,15,A17,tuberculosis of nervous system,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +13,16,A18,tuberculosis of other organs,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +14,17,A19,miliary tuberculosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +15,18,A20,plague,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +16,19,A22,anthrax,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +17,20,A23,brucellosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +18,21,A24,glanders and melioidosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +19,22,A25,rat-bite fevers,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +20,23,A26,erysipeloid,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +21,24,A27,leptospirosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +22,25,A28,"other zoonotic bacterial diseases, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +23,26,A30,leprosy [hansen's disease],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +24,27,A31,infection due to other mycobacteria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +25,28,A32,listeriosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +26,29,A33,tetanus neonatorum,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +27,30,A35,other tetanus,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +28,31,A36,diphtheria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +29,32,A37,whooping cough,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +30,33,A38,scarlet fever,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +31,34,A39,meningococcal infection,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +32,35,A40,streptococcal septicaemia,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +33,36,A41,other septicaemia,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +34,37,A42,actinomycosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +35,38,A43,nocardiosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +36,39,A44,bartonellosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +37,40,A46,erysipelas,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +38,41,A48,"other bacterial diseases, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +39,42,A49,bacterial infection of unspecified site,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +40,43,A50,congenital syphilis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +41,44,A51,early syphilis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +42,45,A52,late syphilis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +43,46,A53,other and unspecified syphilis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +44,47,A54,gonococcal infection,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +45,48,A55,chlamydial lymphogranuloma (venereum),I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +46,49,A56,other sexually transmitted chlamydial diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +47,50,A58,granuloma inguinale,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +48,51,A59,trichomoniasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +49,52,A60,anogenital herpesviral [herpes simplex] infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +50,53,A63,"other predominantly sexually transmitted diseases, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +51,54,A64,unspecified sexually transmitted disease,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +52,55,A66,yaws,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +53,56,A67,pinta [carate],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +54,57,A68,relapsing fevers,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +55,58,A69,other spirochaetal infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +56,59,A70,chlamydia psittaci infection,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +57,60,A71,trachoma,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +58,61,A74,other diseases caused by chlamydiae,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +59,62,A75,typhus fever,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +60,63,A77,spotted fever [tick-borne rickettsioses],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +61,64,A78,q fever,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +62,65,A79,other rickettsioses,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +63,66,A80,acute poliomyelitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +64,67,A81,atypical virus infections of central nervous system,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +65,68,A82,rabies,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +66,69,A83,mosquito-borne viral encephalitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +67,70,A84,tick-borne viral encephalitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +68,71,A85,"other viral encephalitis, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +69,72,A86,unspecified viral encephalitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +70,73,A87,viral meningitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +71,74,A88,"other viral infections of central nervous system, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +72,75,A89,unspecified viral infection of central nervous system,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +73,76,A90,dengue fever [classical dengue],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +74,77,A91,dengue haemorrhagic fever,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +75,78,A92,other mosquito-borne viral fevers,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +76,79,A93,"other arthropod-borne viral fevers, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +77,80,A94,unspecified arthropod-borne viral fever,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +78,81,A95,yellow fever,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +79,82,A97,dengue,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +80,83,A98,"other viral haemorrhagic fevers, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +81,84,B00,herpesviral [herpes simplex] infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +82,85,B01,varicella [chickenpox],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +83,86,B02,zoster [herpes zoster],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +84,87,B03,smallpox,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +85,88,B05,measles,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +86,89,B06,rubella [german measles],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +87,90,B07,viral warts,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +88,91,B08,"other viral infections characterised by skin and mucous membrane lesions, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +89,92,B09,unspecified viral infection characterised by skin and mucous membrane lesions,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +90,93,B15,acute hepatitis a,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +91,94,B16,acute hepatitis b,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +92,95,B17,other acute viral hepatitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +93,96,B18,chronic viral hepatitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +94,97,B19,unspecified viral hepatitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +95,98,B20,human immunodeficiency virus [hiv] disease resulting in infectious and parasitic diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +96,99,B21,human immunodeficiency virus [hiv] disease resulting in malignant neoplasms,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +97,100,B22,human immunodeficiency virus [hiv] disease resulting in other specified diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +98,101,B23,human immunodeficiency virus [hiv] disease resulting in other conditions,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +99,102,B24,unspecified human immunodeficiency virus [hiv] disease,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +100,103,B25,cytomegaloviral disease,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +101,104,B26,mumps,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +102,105,B27,infectious mononucleosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +103,106,B30,viral conjunctivitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +104,107,B33,"other viral diseases, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +105,108,B34,viral infection of unspecified site,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +106,109,B35,dermatophytosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +107,110,B36,other superficial mycoses,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +108,111,B37,candidiasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +109,112,B38,coccidioidomycosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +110,113,B39,histoplasmosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +111,114,B40,blastomycosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +112,115,B42,sporotrichosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +113,116,B43,chromomycosis and phaeomycotic abscess,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +114,117,B44,aspergillosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +115,118,B45,cryptococcosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +116,119,B46,zygomycosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +117,120,B47,mycetoma,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +118,121,B48,"other mycoses, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +119,122,B49,unspecified mycosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +120,123,B50,plasmodium falciparum malaria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +121,124,B51,plasmodium vivax malaria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +122,125,B52,plasmodium malariae malaria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +123,126,B53,other parasitologically confirmed malaria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +124,127,B54,unspecified malaria,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +125,128,B55,leishmaniasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +126,129,B57,chagas' disease,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +127,130,B58,toxoplasmosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +128,131,B59,pneumocystosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +129,132,B60,"other protozoal diseases, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +130,133,B65,schistosomiasis [bilharziasis],I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +131,134,B66,other fluke infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +132,135,B67,echinococcosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +133,136,B68,taeniasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +134,137,B69,cysticercosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +135,138,B71,other cestode infections,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +136,139,B73,onchocerciasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +137,140,B74,filariasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +138,141,B75,trichinellosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +139,142,B76,hookworm diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +140,143,B77,ascariasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +141,144,B78,strongyloidiasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +142,145,B79,trichuriasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +143,146,B80,enterobiasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +144,147,B81,"other intestinal helminthiases, not elsewhere classified",I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +145,148,B82,unspecified intestinal parasitism,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +146,149,B83,other helminthiases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +147,150,B85,pediculosis and phthiriasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +148,151,B86,scabies,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +149,152,B87,myiasis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +150,153,B88,other infestations,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +151,154,B89,unspecified parasitic disease,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +152,155,B90,sequelae of tuberculosis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +153,156,B91,sequelae of poliomyelitis,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +154,157,B94,sequelae of other and unspecified infectious and parasitic diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +155,158,B95,streptococcus and staphylococcus as the cause of diseases classified to other chapters,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +156,159,B96,other bacterial agents as the cause of diseases classified to other chapters,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +157,160,B97,viral agents as the cause of diseases classified to other chapters,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +158,161,B98,other specified infectious agents as the cause of diseases classified to other chapters,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +159,162,B99,other and unspecified infectious diseases,I,A00-B99,Certain infectious and parasitic diseases,infectious_systemic,Infectious / systemic,0 +160,163,D50,iron deficiency anaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +161,164,D51,vitamin b12 deficiency anaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +162,165,D52,folate deficiency anaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +163,166,D53,other nutritional anaemias,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +164,167,D55,anaemia due to enzyme disorders,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +165,168,D56,thalassaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +166,169,D57,sickle-cell disorders,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +167,170,D58,other hereditary haemolytic anaemias,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +168,171,D59,acquired haemolytic anaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +169,172,D60,acquired pure red cell aplasia [erythroblastopenia],III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +170,173,D61,other aplastic anaemias,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +171,174,D62,acute posthaemorrhagic anaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +172,175,D63,anaemia in chronic diseases classified elsewhere,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +173,176,D64,other anaemias,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +174,177,D65,disseminated intravascular coagulation [defibrination syndrome],III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +175,178,D66,hereditary factor viii deficiency,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +176,179,D67,hereditary factor ix deficiency,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +177,180,D68,other coagulation defects,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +178,181,D69,purpura and other haemorrhagic conditions,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +179,182,D70,agranulocytosis,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +180,183,D71,functional disorders of polymorphonuclear neutrophils,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +181,184,D72,other disorders of white blood cells,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +182,185,D73,diseases of spleen,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +183,186,D74,methaemoglobinaemia,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +184,187,D75,other diseases of blood and blood-forming organs,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +185,188,D76,certain diseases involving lymphoreticular tissue and reticulohistiocytic system,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +186,189,D77,other disorders of blood and blood-forming organs in diseases classified elsewhere,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +187,190,D80,immunodeficiency with predominantly antibody defects,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +188,191,D81,combined immunodeficiencies,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +189,192,D82,immunodeficiency associated with other major defects,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +190,193,D83,common variable immunodeficiency,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +191,194,D84,other immunodeficiencies,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +192,195,D86,sarcoidosis,III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +193,196,D89,"other disorders involving the immune mechanism, not elsewhere classified",III,D50-D89,Diseases of the blood and blood-forming organs and certain immune disorders,hematologic_immune,Blood / immune,0 +194,197,E01,iodine-deficiency-related thyroid disorders and allied conditions,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +195,198,E02,subclinical iodine-deficiency hypothyroidism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +196,199,E03,other hypothyroidism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +197,200,E04,other non-toxic goitre,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +198,201,E05,thyrotoxicosis [hyperthyroidism],IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +199,202,E06,thyroiditis,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +200,203,E07,other disorders of thyroid,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +201,204,E10,insulin-dependent diabetes mellitus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +202,205,E11,non-insulin-dependent diabetes mellitus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +203,206,E12,malnutrition-related diabetes mellitus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +204,207,E13,other specified diabetes mellitus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +205,208,E14,unspecified diabetes mellitus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +206,209,E15,nondiabetic hypoglycaemic coma,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +207,210,E16,other disorders of pancreatic internal secretion,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +208,211,E20,hypoparathyroidism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +209,212,E21,hyperparathyroidism and other disorders of parathyroid gland,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +210,213,E22,hyperfunction of pituitary gland,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +211,214,E23,hypofunction and other disorders of pituitary gland,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +212,215,E24,cushing's syndrome,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +213,216,E25,adrenogenital disorders,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +214,217,E26,hyperaldosteronism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +215,218,E27,other disorders of adrenal gland,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +216,219,E28,ovarian dysfunction,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +217,220,E29,testicular dysfunction,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +218,221,E30,"disorders of puberty, not elsewhere classified",IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +219,222,E31,polyglandular dysfunction,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +220,223,E32,diseases of thymus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +221,224,E34,other endocrine disorders,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +222,225,E35,disorders of endocrine glands in diseases classified elsewhere,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +223,226,E41,nutritional marasmus,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +224,227,E43,unspecified severe protein-energy malnutrition,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +225,228,E44,protein-energy malnutrition of moderate and mild degree,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +226,229,E45,retarded development following protein-energy malnutrition,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +227,230,E46,unspecified protein-energy malnutrition,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +228,231,E50,vitamin a deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +229,232,E51,thiamine deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +230,233,E52,niacin deficiency [pellagra],IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +231,234,E53,deficiency of other b group vitamins,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +232,235,E54,ascorbic acid deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +233,236,E55,vitamin d deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +234,237,E56,other vitamin deficiencies,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +235,238,E58,dietary calcium deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +236,239,E59,dietary selenium deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +237,240,E60,dietary zinc deficiency,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +238,241,E61,deficiency of other nutrient elements,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +239,242,E63,other nutritional deficiencies,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +240,243,E64,sequelae of malnutrition and other nutritional deficiencies,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +241,244,E65,localised adiposity,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +242,245,E66,obesity,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +243,246,E67,other hyperalimentation,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +244,247,E68,sequelae of hyperalimentation,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +245,248,E70,disorders of aromatic amino-acid metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +246,249,E71,disorders of branched-chain amino-acid metabolism and fatty-acid metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +247,250,E72,other disorders of amino-acid metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +248,251,E73,lactose intolerance,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +249,252,E74,other disorders of carbohydrate metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +250,253,E75,disorders of sphingolipid metabolism and other lipid storage disorders,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +251,254,E76,disorders of glycosaminoglycan metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +252,255,E77,disorders of glycoprotein metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +253,256,E78,disorders of lipoprotein metabolism and other lipidaemias,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +254,257,E79,disorders of purine and pyrimidine metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +255,258,E80,disorders of porphyrin and bilirubin metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +256,259,E83,disorders of mineral metabolism,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +257,260,E84,cystic fibrosis,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +258,261,E85,amyloidosis,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +259,262,E86,volume depletion,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +260,263,E87,"other disorders of fluid, electrolyte and acid-base balance",IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +261,264,E88,other metabolic disorders,IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +262,265,E89,"postprocedural endocrine and metabolic disorders, not elsewhere classified",IV,E00-E90,"Endocrine, nutritional and metabolic diseases",endocrine_metabolic,Endocrine / metabolic,0 +263,266,F00,dementia in alzheimer's disease,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +264,267,F01,vascular dementia,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +265,268,F02,dementia in other diseases classified elsewhere,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +266,269,F03,unspecified dementia,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +267,270,F04,"organic amnesic syndrome, not induced by alcohol and other psychoactive substances",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +268,271,F05,"delirium, not induced by alcohol and other psychoactive substances",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +269,272,F06,other mental disorders due to brain damage and dysfunction and to physical disease,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +270,273,F07,"personality and behavioural disorders due to brain disease, damage and dysfunction",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +271,274,F09,unspecified organic or symptomatic mental disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +272,275,F10,mental and behavioural disorders due to use of alcohol,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +273,276,F11,mental and behavioural disorders due to use of opioids,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +274,277,F12,mental and behavioural disorders due to use of cannabinoids,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +275,278,F13,mental and behavioural disorders due to use of sedatives or hypnotics,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +276,279,F14,mental and behavioural disorders due to use of cocaine,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +277,280,F15,"mental and behavioural disorders due to use of other stimulants, including caffeine",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +278,281,F16,mental and behavioural disorders due to use of hallucinogens,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +279,282,F17,mental and behavioural disorders due to use of tobacco,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +280,283,F18,mental and behavioural disorders due to use of volatile solvents,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +281,284,F19,mental and behavioural disorders due to multiple drug use and use of other psychoactive substances,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +282,285,F20,schizophrenia,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +283,286,F21,schizotypal disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +284,287,F22,persistent delusional disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +285,288,F23,acute and transient psychotic disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +286,289,F24,induced delusional disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +287,290,F25,schizoaffective disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +288,291,F28,other nonorganic psychotic disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +289,292,F29,unspecified nonorganic psychosis,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +290,293,F30,manic episode,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +291,294,F31,bipolar affective disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +292,295,F32,depressive episode,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +293,296,F33,recurrent depressive disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +294,297,F34,persistent mood [affective] disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +295,298,F38,other mood [affective] disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +296,299,F39,unspecified mood [affective] disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +297,300,F40,phobic anxiety disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +298,301,F41,other anxiety disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +299,302,F42,obsessive-compulsive disorder,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +300,303,F43,"reaction to severe stress, and adjustment disorders",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +301,304,F44,dissociative [conversion] disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +302,305,F45,somatoform disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +303,306,F48,other neurotic disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +304,307,F50,eating disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +305,308,F51,nonorganic sleep disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +306,309,F52,"sexual dysfunction, not caused by organic disorder or disease",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +307,310,F53,"mental and behavioural disorders associated with the puerperium, not elsewhere classified",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +308,311,F54,psychological and behavioural factors associated with disorders or diseases classified elsewhere,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +309,312,F55,abuse of non-dependence-producing substances,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +310,313,F59,unspecified behavioural syndromes associated with physiological disturbances and physical factors,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +311,314,F60,specific personality disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +312,315,F61,mixed and other personality disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +313,316,F62,"enduring personality changes, not attributable to brain damage and disease",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +314,317,F63,habit and impulse disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +315,318,F64,gender identity disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +316,319,F65,disorders of sexual preference,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +317,320,F66,psychological and behavioural disorders associated with sexual development and orientation,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +318,321,F68,other disorders of adult personality and behaviour,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +319,322,F69,unspecified disorder of adult personality and behaviour,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +320,323,F70,mild mental retardation,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +321,324,F71,moderate mental retardation,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +322,325,F72,severe mental retardation,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +323,326,F78,other mental retardation,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +324,327,F79,unspecified mental retardation,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +325,328,F80,specific developmental disorders of speech and language,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +326,329,F81,specific developmental disorders of scholastic skills,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +327,330,F82,specific developmental disorder of motor function,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +328,331,F83,mixed specific developmental disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +329,332,F84,pervasive developmental disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +330,333,F88,other disorders of psychological development,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +331,334,F89,unspecified disorder of psychological development,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +332,335,F90,hyperkinetic disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +333,336,F91,conduct disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +334,337,F92,mixed disorders of conduct and emotions,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +335,338,F93,emotional disorders with onset specific to childhood,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +336,339,F94,disorders of social functioning with onset specific to childhood and adolescence,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +337,340,F95,tic disorders,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +338,341,F98,other behavioural and emotional disorders with onset usually occurring in childhood and adolescence,V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +339,342,F99,"mental disorder, not otherwise specified",V,F00-F99,Mental and behavioural disorders,mental_behavioral,Mental / behavioral,0 +340,343,G00,"bacterial meningitis, not elsewhere classified",VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +341,344,G01,meningitis in bacterial diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +342,345,G02,meningitis in other infectious and parasitic diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +343,346,G03,meningitis due to other and unspecified causes,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +344,347,G04,"encephalitis, myelitis and encephalomyelitis",VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +345,348,G05,"encephalitis, myelitis and encephalomyelitis in diseases classified elsewhere",VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +346,349,G06,intracranial and intraspinal abscess and granuloma,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +347,350,G07,intracranial and intraspinal abscess and granuloma in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +348,351,G08,intracranial and intraspinal phlebitis and thrombophlebitis,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +349,352,G09,sequelae of inflammatory diseases of central nervous system,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +350,353,G10,huntington's disease,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +351,354,G11,hereditary ataxia,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +352,355,G12,spinal muscular atrophy and related syndromes,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +353,356,G13,systemic atrophies primarily affecting central nervous system in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +354,357,G14,postpolio syndrome,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +355,358,G20,parkinson's disease,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +356,359,G21,secondary parkinsonism,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +357,360,G22,parkinsonism in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +358,361,G23,other degenerative diseases of basal ganglia,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +359,362,G24,dystonia,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +360,363,G25,other extrapyramidal and movement disorders,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +361,364,G30,alzheimer's disease,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +362,365,G31,"other degenerative diseases of nervous system, not elsewhere classified",VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +363,366,G32,other degenerative disorders of nervous system in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +364,367,G35,multiple sclerosis,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +365,368,G36,other acute disseminated demyelination,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +366,369,G37,other demyelinating diseases of central nervous system,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +367,370,G40,epilepsy,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +368,371,G41,status epilepticus,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +369,372,G43,migraine,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +370,373,G44,other headache syndromes,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +371,374,G45,transient cerebral ischaemic attacks and related syndromes,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +372,375,G46,vascular syndromes of brain in cerebrovascular diseases,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +373,376,G47,sleep disorders,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +374,377,G50,disorders of trigeminal nerve,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +375,378,G51,facial nerve disorders,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +376,379,G52,disorders of other cranial nerves,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +377,380,G53,cranial nerve disorders in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +378,381,G54,nerve root and plexus disorders,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +379,382,G55,nerve root and plexus compressions in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +380,383,G56,mononeuropathies of upper limb,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +381,384,G57,mononeuropathies of lower limb,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +382,385,G58,other mononeuropathies,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +383,386,G59,mononeuropathy in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +384,387,G60,hereditary and idiopathic neuropathy,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +385,388,G61,inflammatory polyneuropathy,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +386,389,G62,other polyneuropathies,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +387,390,G63,polyneuropathy in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +388,391,G64,other disorders of peripheral nervous system,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +389,392,G70,myasthenia gravis and other myoneural disorders,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +390,393,G71,primary disorders of muscles,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +391,394,G72,other myopathies,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +392,395,G73,disorders of myoneural junction and muscle in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +393,396,G80,infantile cerebral palsy,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +394,397,G81,hemiplegia,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +395,398,G82,paraplegia and tetraplegia,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +396,399,G83,other paralytic syndromes,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +397,400,G90,disorders of autonomic nervous system,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +398,401,G91,hydrocephalus,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +399,402,G92,toxic encephalopathy,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +400,403,G93,other disorders of brain,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +401,404,G94,other disorders of brain in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +402,405,G95,other diseases of spinal cord,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +403,406,G96,other disorders of central nervous system,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +404,407,G97,"postprocedural disorders of nervous system, not elsewhere classified",VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +405,408,G98,"other disorders of nervous system, not elsewhere classified",VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +406,409,G99,other disorders of nervous system in diseases classified elsewhere,VI,G00-G99,Diseases of the nervous system,nervous_system,Nervous system,0 +407,410,H00,hordeolum and chalazion,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +408,411,H01,other inflammation of eyelid,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +409,412,H02,other disorders of eyelid,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +410,413,H03,disorders of eyelid in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +411,414,H04,disorders of lachrymal system,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +412,415,H05,disorders of orbit,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +413,416,H06,disorders of lachrymal system and orbit in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +414,417,H10,conjunctivitis,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +415,418,H11,other disorders of conjunctiva,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +416,419,H13,disorders of conjunctiva in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +417,420,H15,disorders of sclera,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +418,421,H16,keratitis,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +419,422,H17,corneal scars and opacities,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +420,423,H18,other disorders of cornea,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +421,424,H19,disorders of sclera and cornea in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +422,425,H20,iridocyclitis,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +423,426,H21,other disorders of iris and ciliary body,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +424,427,H22,disorders of iris and ciliary body in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +425,428,H25,senile cataract,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +426,429,H26,other cataract,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +427,430,H27,other disorders of lens,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +428,431,H28,cataract and other disorders of lens in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +429,432,H30,chorioretinal inflammation,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +430,433,H31,other disorders of choroid,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +431,434,H32,chorioretinal disorders in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +432,435,H33,retinal detachments and breaks,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +433,436,H34,retinal vascular occlusions,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +434,437,H35,other retinal disorders,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +435,438,H36,retinal disorders in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +436,439,H40,glaucoma,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +437,440,H42,glaucoma in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +438,441,H43,disorders of vitreous body,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +439,442,H44,disorders of globe,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +440,443,H45,disorders of vitreous body and globe in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +441,444,H46,optic neuritis,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +442,445,H47,other disorders of optic [2nd] nerve and visual pathways,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +443,446,H48,disorders of optic [2nd] nerve and visual pathways in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +444,447,H49,paralytic strabismus,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +445,448,H50,other strabismus,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +446,449,H51,other disorders of binocular movement,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +447,450,H52,disorders of refraction and accommodation,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +448,451,H53,visual disturbances,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +449,452,H54,blindness and low vision,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +450,453,H55,nystagmus and other irregular eye movements,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +451,454,H57,other disorders of eye and adnexa,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +452,455,H58,other disorders of eye and adnexa in diseases classified elsewhere,VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +453,456,H59,"postprocedural disorders of eye and adnexa, not elsewhere classified",VII,H00-H59,Diseases of the eye and adnexa,eye,Eye,0 +454,457,H60,otitis externa,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +455,458,H61,other disorders of external ear,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +456,459,H62,disorders of external ear in diseases classified elsewhere,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +457,460,H65,nonsuppurative otitis media,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +458,461,H66,suppurative and unspecified otitis media,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +459,462,H67,otitis media in diseases classified elsewhere,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +460,463,H68,eustachian salpingitis and obstruction,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +461,464,H69,other disorders of eustachian tube,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +462,465,H70,mastoiditis and related conditions,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +463,466,H71,cholesteatoma of middle ear,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +464,467,H72,perforation of tympanic membrane,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +465,468,H73,other disorders of tympanic membrane,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +466,469,H74,other disorders of middle ear and mastoid,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +467,470,H75,other disorders of middle ear and mastoid in diseases classified elsewhere,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +468,471,H80,otosclerosis,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +469,472,H81,disorders of vestibular function,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +470,473,H82,vertiginous syndromes in diseases classified elsewhere,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +471,474,H83,other diseases of inner ear,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +472,475,H90,conductive and sensorineural hearing loss,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +473,476,H91,other hearing loss,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +474,477,H92,otalgia and effusion of ear,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +475,478,H93,"other disorders of ear, not elsewhere classified",VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +476,479,H94,other disorders of ear in diseases classified elsewhere,VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +477,480,H95,"postprocedural disorders of ear and mastoid process, not elsewhere classified",VIII,H60-H95,Diseases of the ear and mastoid process,ear,Ear,0 +478,481,I00,rheumatic fever without mention of heart involvement,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +479,482,I01,rheumatic fever with heart involvement,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +480,483,I02,rheumatic chorea,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +481,484,I05,rheumatic mitral valve diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +482,485,I06,rheumatic aortic valve diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +483,486,I07,rheumatic tricuspid valve diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +484,487,I08,multiple valve diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +485,488,I09,other rheumatic heart diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +486,489,I10,essential (primary) hypertension,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +487,490,I11,hypertensive heart disease,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +488,491,I12,hypertensive renal disease,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +489,492,I13,hypertensive heart and renal disease,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +490,493,I15,secondary hypertension,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +491,494,I20,angina pectoris,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +492,495,I21,acute myocardial infarction,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +493,496,I22,subsequent myocardial infarction,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +494,497,I23,certain current complications following acute myocardial infarction,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +495,498,I24,other acute ischaemic heart diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +496,499,I25,chronic ischaemic heart disease,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +497,500,I26,pulmonary embolism,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +498,501,I27,other pulmonary heart diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +499,502,I28,other diseases of pulmonary vessels,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +500,503,I30,acute pericarditis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +501,504,I31,other diseases of pericardium,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +502,505,I32,pericarditis in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +503,506,I33,acute and subacute endocarditis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +504,507,I34,nonrheumatic mitral valve disorders,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +505,508,I35,nonrheumatic aortic valve disorders,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +506,509,I36,nonrheumatic tricuspid valve disorders,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +507,510,I37,pulmonary valve disorders,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +508,511,I38,"endocarditis, valve unspecified",IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +509,512,I39,endocarditis and heart valve disorders in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +510,513,I40,acute myocarditis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +511,514,I41,myocarditis in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +512,515,I42,cardiomyopathy,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +513,516,I43,cardiomyopathy in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +514,517,I44,atrioventricular and left bundle-branch block,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +515,518,I45,other conduction disorders,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +516,519,I46,cardiac arrest,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +517,520,I47,paroxysmal tachycardia,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +518,521,I48,atrial fibrillation and flutter,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +519,522,I49,other cardiac arrhythmias,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +520,523,I50,heart failure,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +521,524,I51,complications and ill-defined descriptions of heart disease,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +522,525,I52,other heart disorders in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +523,526,I60,subarachnoid haemorrhage,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +524,527,I61,intracerebral haemorrhage,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +525,528,I62,other nontraumatic intracranial haemorrhage,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +526,529,I63,cerebral infarction,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +527,530,I64,"stroke, not specified as haemorrhage or infarction",IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +528,531,I65,"occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction",IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +529,532,I66,"occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction",IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +530,533,I67,other cerebrovascular diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +531,534,I68,cerebrovascular disorders in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +532,535,I69,sequelae of cerebrovascular disease,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +533,536,I70,atherosclerosis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +534,537,I71,aortic aneurysm and dissection,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +535,538,I72,other aneurysm,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +536,539,I73,other peripheral vascular diseases,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +537,540,I74,arterial embolism and thrombosis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +538,541,I77,other disorders of arteries and arterioles,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +539,542,I78,diseases of capillaries,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +540,543,I79,"disorders of arteries, arterioles and capillaries in diseases classified elsewhere",IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +541,544,I80,phlebitis and thrombophlebitis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +542,545,I81,portal vein thrombosis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +543,546,I82,other venous embolism and thrombosis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +544,547,I83,varicose veins of lower extremities,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +545,548,I84,haemorrhoids,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +546,549,I85,oesophageal varices,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +547,550,I86,varicose veins of other sites,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +548,551,I87,other disorders of veins,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +549,552,I88,nonspecific lymphadenitis,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +550,553,I89,other non-infective disorders of lymphatic vessels and lymph nodes,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +551,554,I95,hypotension,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +552,555,I97,"postprocedural disorders of circulatory system, not elsewhere classified",IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +553,556,I98,other disorders of circulatory system in diseases classified elsewhere,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +554,557,I99,other and unspecified disorders of circulatory system,IX,I00-I99,Diseases of the circulatory system,circulatory,Circulatory system,0 +555,558,J00,acute nasopharyngitis [common cold],X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +556,559,J01,acute sinusitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +557,560,J02,acute pharyngitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +558,561,J03,acute tonsillitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +559,562,J04,acute laryngitis and tracheitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +560,563,J05,acute obstructive laryngitis [croup] and epiglottitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +561,564,J06,acute upper respiratory infections of multiple and unspecified sites,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +562,565,J09,influenza due to certain identified influenza virus,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +563,566,J10,influenza due to identified influenza virus,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +564,567,J11,"influenza, virus not identified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +565,568,J12,"viral pneumonia, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +566,569,J13,pneumonia due to streptococcus pneumoniae,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +567,570,J14,pneumonia due to haemophilus influenzae,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +568,571,J15,"bacterial pneumonia, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +569,572,J16,"pneumonia due to other infectious organisms, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +570,573,J17,pneumonia in diseases classified elsewhere,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +571,574,J18,"pneumonia, organism unspecified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +572,575,J20,acute bronchitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +573,576,J21,acute bronchiolitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +574,577,J22,unspecified acute lower respiratory infection,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +575,578,J30,vasomotor and allergic rhinitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +576,579,J31,"chronic rhinitis, nasopharyngitis and pharyngitis",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +577,580,J32,chronic sinusitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +578,581,J33,nasal polyp,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +579,582,J34,other disorders of nose and nasal sinuses,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +580,583,J35,chronic diseases of tonsils and adenoids,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +581,584,J36,peritonsillar abscess,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +582,585,J37,chronic laryngitis and laryngotracheitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +583,586,J38,"diseases of vocal cords and larynx, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +584,587,J39,other diseases of upper respiratory tract,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +585,588,J40,"bronchitis, not specified as acute or chronic",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +586,589,J41,simple and mucopurulent chronic bronchitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +587,590,J42,unspecified chronic bronchitis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +588,591,J43,emphysema,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +589,592,J44,other chronic obstructive pulmonary disease,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +590,593,J45,asthma,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +591,594,J46,status asthmaticus,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +592,595,J47,bronchiectasis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +593,596,J60,coalworker's pneumoconiosis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +594,597,J61,pneumoconiosis due to asbestos and other mineral fibres,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +595,598,J62,pneumoconiosis due to dust containing silica,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +596,599,J63,pneumoconiosis due to other inorganic dusts,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +597,600,J64,unspecified pneumoconiosis,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +598,601,J66,airway disease due to specific organic dust,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +599,602,J67,hypersensitivity pneumonitis due to organic dust,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +600,603,J68,"respiratory conditions due to inhalation of chemicals, gases, fumes and vapours",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +601,604,J69,pneumonitis due to solids and liquids,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +602,605,J70,respiratory conditions due to other external agents,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +603,606,J80,adult respiratory distress syndrome,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +604,607,J81,pulmonary oedema,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +605,608,J82,"pulmonary eosinophilia, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +606,609,J84,other interstitial pulmonary diseases,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +607,610,J85,abscess of lung and mediastinum,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +608,611,J86,pyothorax,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +609,612,J90,"pleural effusion, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +610,613,J91,pleural effusion in conditions classified elsewhere,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +611,614,J92,pleural plaque,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +612,615,J93,pneumothorax,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +613,616,J94,other pleural conditions,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +614,617,J95,"postprocedural respiratory disorders, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +615,618,J96,"respiratory failure, not elsewhere classified",X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +616,619,J98,other respiratory disorders,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +617,620,J99,respiratory disorders in diseases classified elsewhere,X,J00-J99,Diseases of the respiratory system,respiratory,Respiratory system,0 +618,621,K00,disorders of tooth development and eruption,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +619,622,K01,embedded and impacted teeth,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +620,623,K02,dental caries,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +621,624,K03,other diseases of hard tissues of teeth,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +622,625,K04,diseases of pulp and periapical tissues,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +623,626,K05,gingivitis and periodontal diseases,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +624,627,K06,other disorders of gingiva and edentulous alveolar ridge,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +625,628,K07,dentofacial anomalies [including malocclusion],XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +626,629,K08,other disorders of teeth and supporting structures,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +627,630,K09,"cysts of oral region, not elsewhere classified",XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +628,631,K10,other diseases of jaws,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +629,632,K11,diseases of salivary glands,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +630,633,K12,stomatitis and related lesions,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +631,634,K13,other diseases of lip and oral mucosa,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +632,635,K14,diseases of tongue,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +633,636,K20,oesophagitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +634,637,K21,gastro-oesophageal reflux disease,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +635,638,K22,other diseases of oesophagus,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +636,639,K23,disorders of oesophagus in diseases classified elsewhere,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +637,640,K25,gastric ulcer,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +638,641,K26,duodenal ulcer,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +639,642,K27,"peptic ulcer, site unspecified",XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +640,643,K28,gastrojejunal ulcer,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +641,644,K29,gastritis and duodenitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +642,645,K30,dyspepsia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +643,646,K31,other diseases of stomach and duodenum,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +644,647,K35,acute appendicitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +645,648,K36,other appendicitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +646,649,K37,unspecified appendicitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +647,650,K38,other diseases of appendix,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +648,651,K40,inguinal hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +649,652,K41,femoral hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +650,653,K42,umbilical hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +651,654,K43,ventral hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +652,655,K44,diaphragmatic hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +653,656,K45,other abdominal hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +654,657,K46,unspecified abdominal hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +655,658,K50,crohn's disease [regional enteritis],XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +656,659,K51,ulcerative colitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +657,660,K52,other non-infective gastro-enteritis and colitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +658,661,K55,vascular disorders of intestine,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +659,662,K56,paralytic ileus and intestinal obstruction without hernia,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +660,663,K57,diverticular disease of intestine,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +661,664,K58,irritable bowel syndrome,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +662,665,K59,other functional intestinal disorders,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +663,666,K60,fissure and fistula of anal and rectal regions,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +664,667,K61,abscess of anal and rectal regions,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +665,668,K62,other diseases of anus and rectum,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +666,669,K63,other diseases of intestine,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +667,670,K64,haemorrhoids and perianal venous thrombosis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +668,671,K65,peritonitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +669,672,K66,other disorders of peritoneum,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +670,673,K67,disorders of peritoneum in infectious diseases classified elsewhere,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +671,674,K70,alcoholic liver disease,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +672,675,K71,toxic liver disease,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +673,676,K72,"hepatic failure, not elsewhere classified",XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +674,677,K73,"chronic hepatitis, not elsewhere classified",XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +675,678,K74,fibrosis and cirrhosis of liver,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +676,679,K75,other inflammatory liver diseases,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +677,680,K76,other diseases of liver,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +678,681,K77,liver disorders in diseases classified elsewhere,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +679,682,K80,cholelithiasis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +680,683,K81,cholecystitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +681,684,K82,other diseases of gallbladder,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +682,685,K83,other diseases of biliary tract,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +683,686,K85,acute pancreatitis,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +684,687,K86,other diseases of pancreas,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +685,688,K87,"disorders of gallbladder, biliary tract and pancreas in diseases classified elsewhere",XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +686,689,K90,intestinal malabsorption,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +687,690,K91,"postprocedural disorders of digestive system, not elsewhere classified",XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +688,691,K92,other diseases of digestive system,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +689,692,K93,disorders of other digestive organs in diseases classified elsewhere,XI,K00-K93,Diseases of the digestive system,digestive,Digestive system,0 +690,693,L00,staphylococcal scalded skin syndrome,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +691,694,L01,impetigo,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +692,695,L02,"cutaneous abscess, furuncle and carbuncle",XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +693,696,L03,cellulitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +694,697,L04,acute lymphadenitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +695,698,L05,pilonidal cyst,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +696,699,L08,other local infections of skin and subcutaneous tissue,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +697,700,L10,pemphigus,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +698,701,L11,other acantholytic disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +699,702,L12,pemphigoid,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +700,703,L13,other bullous disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +701,704,L14,bullous disorders in diseases classified elsewhere,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +702,705,L20,atopic dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +703,706,L21,seborrhoeic dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +704,707,L22,diaper [napkin] dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +705,708,L23,allergic contact dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +706,709,L24,irritant contact dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +707,710,L25,unspecified contact dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +708,711,L26,exfoliative dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +709,712,L27,dermatitis due to substances taken internally,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +710,713,L28,lichen simplex chronicus and prurigo,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +711,714,L29,pruritus,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +712,715,L30,other dermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +713,716,L40,psoriasis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +714,717,L41,parapsoriasis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +715,718,L42,pityriasis rosea,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +716,719,L43,lichen planus,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +717,720,L44,other papulosquamous disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +718,721,L50,urticaria,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +719,722,L51,erythema multiforme,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +720,723,L52,erythema nodosum,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +721,724,L53,other erythematous conditions,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +722,725,L54,erythema in diseases classified elsewhere,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +723,726,L55,sunburn,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +724,727,L56,other acute skin changes due to ultraviolet radiation,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +725,728,L57,skin changes due to chronic exposure to nonionising radiation,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +726,729,L58,radiodermatitis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +727,730,L59,other disorders of skin and subcutaneous tissue related to radiation,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +728,731,L60,nail disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +729,732,L62,nail disorders in diseases classified elsewhere,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +730,733,L63,alopecia areata,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +731,734,L64,androgenic alopecia,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +732,735,L65,other nonscarring hair loss,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +733,736,L66,cicatricial alopecia [scarring hair loss],XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +734,737,L67,hair colour and hair shaft abnormalities,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +735,738,L68,hypertrichosis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +736,739,L70,acne,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +737,740,L71,rosacea,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +738,741,L72,follicular cysts of skin and subcutaneous tissue,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +739,742,L73,other follicular disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +740,743,L74,eccrine sweat disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +741,744,L75,apocrine sweat disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +742,745,L80,vitiligo,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +743,746,L81,other disorders of pigmentation,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +744,747,L82,seborrhoeic keratosis,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +745,748,L83,acanthosis nigricans,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +746,749,L84,corns and callosities,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +747,750,L85,other epidermal thickening,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +748,751,L86,keratoderma in diseases classified elsewhere,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +749,752,L87,transepidermal elimination disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +750,753,L88,pyoderma gangrenosum,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +751,754,L89,decubitus ulcer,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +752,755,L90,atrophic disorders of skin,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +753,756,L91,hypertrophic disorders of skin,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +754,757,L92,granulomatous disorders of skin and subcutaneous tissue,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +755,758,L93,lupus erythematosus,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +756,759,L94,other localised connective tissue disorders,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +757,760,L95,"vasculitis limited to skin, not elsewhere classified",XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +758,761,L97,"ulcer of lower limb, not elsewhere classified",XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +759,762,L98,"other disorders of skin and subcutaneous tissue, not elsewhere classified",XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +760,763,L99,other disorders of skin and subcutaneous tissue in diseases classified elsewhere,XII,L00-L99,Diseases of the skin and subcutaneous tissue,skin,Skin / subcutaneous tissue,0 +761,764,M00,pyogenic arthritis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +762,765,M01,direct infections of joint in infectious and parasitic diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +763,766,M02,reactive arthropathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +764,767,M03,postinfective and reactive arthropathies in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +765,768,M05,seropositive rheumatoid arthritis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +766,769,M06,other rheumatoid arthritis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +767,770,M07,psoriatic and enteropathic arthropathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +768,771,M08,juvenile arthritis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +769,772,M09,juvenile arthritis in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +770,773,M10,gout,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +771,774,M11,other crystal arthropathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +772,775,M12,other specific arthropathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +773,776,M13,other arthritis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +774,777,M14,arthropathies in other diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +775,778,M15,polyarthrosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +776,779,M16,coxarthrosis [arthrosis of hip],XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +777,780,M17,gonarthrosis [arthrosis of knee],XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +778,781,M18,arthrosis of first carpometacarpal joint,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +779,782,M19,other arthrosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +780,783,M20,acquired deformities of fingers and toes,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +781,784,M21,other acquired deformities of limbs,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +782,785,M22,disorders of patella,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +783,786,M23,internal derangement of knee,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +784,787,M24,other specific joint derangements,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +785,788,M25,"other joint disorders, not elsewhere classified",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +786,789,M30,polyarteritis nodosa and related conditions,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +787,790,M31,other necrotising vasculopathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +788,791,M32,systemic lupus erythematosus,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +789,792,M33,dermatopolymyositis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +790,793,M34,systemic sclerosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +791,794,M35,other systemic involvement of connective tissue,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +792,795,M36,systemic disorders of connective tissue in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +793,796,M40,kyphosis and lordosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +794,797,M41,scoliosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +795,798,M42,spinal osteochondrosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +796,799,M43,other deforming dorsopathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +797,800,M45,ankylosing spondylitis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +798,801,M46,other inflammatory spondylopathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +799,802,M47,spondylosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +800,803,M48,other spondylopathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +801,804,M49,spondylopathies in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +802,805,M50,cervical disk disorders,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +803,806,M51,other intervertebral disk disorders,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +804,807,M53,"other dorsopathies, not elsewhere classified",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +805,808,M54,dorsalgia,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +806,809,M60,myositis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +807,810,M61,calcification and ossification of muscle,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +808,811,M62,other disorders of muscle,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +809,812,M63,disorders of muscle in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +810,813,M65,synovitis and tenosynovitis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +811,814,M66,spontaneous rupture of synovium and tendon,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +812,815,M67,other disorders of synovium and tendon,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +813,816,M68,disorders of synovium and tendon in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +814,817,M70,"soft tissue disorders related to use, overuse and pressure",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +815,818,M71,other bursopathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +816,819,M72,fibroblastic disorders,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +817,820,M73,soft tissue disorders in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +818,821,M75,shoulder lesions,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +819,822,M76,"enthesopathies of lower limb, excluding foot",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +820,823,M77,other enthesopathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +821,824,M79,"other soft tissue disorders, not elsewhere classified",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +822,825,M80,osteoporosis with pathological fracture,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +823,826,M81,osteoporosis without pathological fracture,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +824,827,M82,osteoporosis in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +825,828,M83,adult osteomalacia,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +826,829,M84,disorders of continuity of bone,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +827,830,M85,other disorders of bone density and structure,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +828,831,M86,osteomyelitis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +829,832,M87,osteonecrosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +830,833,M88,paget's disease of bone [osteitis deformans],XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +831,834,M89,other disorders of bone,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +832,835,M90,osteopathies in diseases classified elsewhere,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +833,836,M91,juvenile osteochondrosis of hip and pelvis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +834,837,M92,other juvenile osteochondrosis,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +835,838,M93,other osteochondropathies,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +836,839,M94,other disorders of cartilage,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +837,840,M95,other acquired deformities of musculoskeletal system and connective tissue,XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +838,841,M96,"postprocedural musculoskeletal disorders, not elsewhere classified",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +839,842,M99,"biomechanical lesions, not elsewhere classified",XIII,M00-M99,Diseases of the musculoskeletal system and connective tissue,musculoskeletal,Musculoskeletal / connective tissue,0 +840,843,N00,acute nephritic syndrome,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +841,844,N01,rapidly progressive nephritic syndrome,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +842,845,N02,recurrent and persistent haematuria,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +843,846,N03,chronic nephritic syndrome,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +844,847,N04,nephrotic syndrome,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +845,848,N05,unspecified nephritic syndrome,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +846,849,N06,isolated proteinuria with specified morphological lesion,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +847,850,N07,"hereditary nephropathy, not elsewhere classified",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +848,851,N08,glomerular disorders in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +849,852,N10,acute tubulo-interstitial nephritis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +850,853,N11,chronic tubulo-interstitial nephritis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +851,854,N12,"tubulo-interstitial nephritis, not specified as acute or chronic",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +852,855,N13,obstructive and reflux uropathy,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +853,856,N14,drug- and heavy-metal-induced tubulo-interstitial and tubular conditions,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +854,857,N15,other renal tubulo-interstitial diseases,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +855,858,N16,renal tubulo-interstitial disorders in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +856,859,N17,acute renal failure,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +857,860,N18,chronic renal failure,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +858,861,N19,unspecified renal failure,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +859,862,N20,calculus of kidney and ureter,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +860,863,N21,calculus of lower urinary tract,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +861,864,N22,calculus of urinary tract in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +862,865,N23,unspecified renal colic,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +863,866,N25,disorders resulting from impaired renal tubular function,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +864,867,N26,unspecified contracted kidney,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +865,868,N27,small kidney of unknown cause,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +866,869,N28,"other disorders of kidney and ureter, not elsewhere classified",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +867,870,N29,other disorders of kidney and ureter in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +868,871,N30,cystitis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +869,872,N31,"neuromuscular dysfunction of bladder, not elsewhere classified",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +870,873,N32,other disorders of bladder,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +871,874,N33,bladder disorders in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +872,875,N34,urethritis and urethral syndrome,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +873,876,N35,urethral stricture,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +874,877,N36,other disorders of urethra,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +875,878,N37,urethral disorders in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +876,879,N39,other disorders of urinary system,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +877,880,N40,hyperplasia of prostate,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +878,881,N41,inflammatory diseases of prostate,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +879,882,N42,other disorders of prostate,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +880,883,N43,hydrocele and spermatocele,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +881,884,N44,torsion of testis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +882,885,N45,orchitis and epididymitis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +883,886,N46,male infertility,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +884,887,N47,"redundant prepuce, phimosis and paraphimosis",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +885,888,N48,other disorders of penis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +886,889,N49,"inflammatory disorders of male genital organs, not elsewhere classified",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +887,890,N50,other disorders of male genital organs,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +888,891,N51,disorders of male genital organs in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +889,892,N60,benign mammary dysplasia,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +890,893,N61,inflammatory disorders of breast,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +891,894,N62,hypertrophy of breast,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +892,895,N63,unspecified lump in breast,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +893,896,N64,other disorders of breast,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +894,897,N70,salpingitis and oophoritis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +895,898,N71,"inflammatory disease of uterus, except cervix",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +896,899,N72,inflammatory disease of cervix uteri,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +897,900,N73,other female pelvic inflammatory diseases,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +898,901,N74,female pelvic inflammatory disorders in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +899,902,N75,diseases of bartholin's gland,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +900,903,N76,other inflammation of vagina and vulva,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +901,904,N77,vulvovaginal ulceration and inflammation in diseases classified elsewhere,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +902,905,N80,endometriosis,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +903,906,N81,female genital prolapse,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +904,907,N82,fistulae involving female genital tract,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +905,908,N83,"noninflammatory disorders of ovary, fallopian tube and broad ligament",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +906,909,N84,polyp of female genital tract,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +907,910,N85,"other noninflammatory disorders of uterus, except cervix",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +908,911,N86,erosion and ectropion of cervix uteri,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +909,912,N87,dysplasia of cervix uteri,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +910,913,N88,other noninflammatory disorders of cervix uteri,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +911,914,N89,other noninflammatory disorders of vagina,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +912,915,N90,other noninflammatory disorders of vulva and perineum,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +913,916,N91,"absent, scanty and rare menstruation",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +914,917,N92,"excessive, frequent and irregular menstruation",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +915,918,N93,other abnormal uterine and vaginal bleeding,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +916,919,N94,pain and other conditions associated with female genital organs and menstrual cycle,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +917,920,N95,menopausal and other perimenopausal disorders,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +918,921,N96,habitual aborter,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +919,922,N97,female infertility,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +920,923,N98,complications associated with artificial fertilisation,XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +921,924,N99,"postprocedural disorders of genito-urinary system, not elsewhere classified",XIV,N00-N99,Diseases of the genitourinary system,genitourinary,Genitourinary system,0 +922,925,O00,ectopic pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +923,926,O01,hydatidiform mole,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +924,927,O02,other abnormal products of conception,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +925,928,O03,spontaneous abortion,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +926,929,O04,medical abortion,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +927,930,O05,other abortion,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +928,931,O06,unspecified abortion,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +929,932,O07,failed attempted abortion,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +930,933,O08,complications following abortion and ectopic and molar pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +931,934,O10,"pre-existing hypertension complicating pregnancy, childbirth and the puerperium",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +932,935,O11,pre-existing hypertensive disorder with superimposed proteinuria,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +933,936,O12,gestational [pregnancy-induced] oedema and proteinuria without hypertension,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +934,937,O13,gestational [pregnancy-induced] hypertension without significant proteinuria,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +935,938,O14,gestational [pregnancy-induced] hypertension with significant proteinuria,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +936,939,O15,eclampsia,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +937,940,O16,unspecified maternal hypertension,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +938,941,O20,haemorrhage in early pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +939,942,O21,excessive vomiting in pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +940,943,O22,venous complications in pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +941,944,O23,infections of genito-urinary tract in pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +942,945,O24,diabetes mellitus in pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +943,946,O25,malnutrition in pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +944,947,O26,maternal care for other conditions predominantly related to pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +945,948,O28,abnormal findings on antenatal screening of mother,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +946,949,O29,complications of anaesthesia during pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +947,950,O30,multiple gestation,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +948,951,O31,complications specific to multiple gestation,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +949,952,O32,maternal care for known or suspected malpresentation of foetus,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +950,953,O33,maternal care for known or suspected disproportion,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +951,954,O34,maternal care for known or suspected abnormality of pelvic organs,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +952,955,O35,maternal care for known or suspected foetal abnormality and damage,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +953,956,O36,maternal care for other known or suspected foetal problems,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +954,957,O40,polyhydramnios,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +955,958,O41,other disorders of amniotic fluid and membranes,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +956,959,O42,premature rupture of membranes,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +957,960,O43,placental disorders,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +958,961,O44,placenta praevia,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +959,962,O45,premature separation of placenta [abruptio placentae],XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +960,963,O46,"antepartum haemorrhage, not elsewhere classified",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +961,964,O47,false labour,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +962,965,O48,prolonged pregnancy,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +963,966,O60,preterm delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +964,967,O61,failed induction of labour,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +965,968,O62,abnormalities of forces of labour,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +966,969,O63,long labour,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +967,970,O64,obstructed labour due to malposition and malpresentation of foetus,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +968,971,O65,obstructed labour due to maternal pelvic abnormality,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +969,972,O66,other obstructed labour,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +970,973,O67,"labour and delivery complicated by intrapartum haemorrhage, not elsewhere classified",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +971,974,O68,labour and delivery complicated by foetal stress [distress],XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +972,975,O69,labour and delivery complicated by umbilical cord complications,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +973,976,O70,perineal laceration during delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +974,977,O71,other obstetric trauma,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +975,978,O72,postpartum haemorrhage,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +976,979,O73,"retained placenta and membranes, without haemorrhage",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +977,980,O74,complications of anaesthesia during labour and delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +978,981,O75,"other complications of labour and delivery, not elsewhere classified",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +979,982,O80,single spontaneous delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +980,983,O81,single delivery by forceps and vacuum extractor,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +981,984,O82,single delivery by caesarean section,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +982,985,O83,other assisted single delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +983,986,O84,multiple delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +984,987,O85,puerperal sepsis,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +985,988,O86,other puerperal infections,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +986,989,O87,venous complications in the puerperium,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +987,990,O88,obstetric embolism,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +988,991,O89,complications of anaesthesia during the puerperium,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +989,992,O90,"complications of the puerperium, not elsewhere classified",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +990,993,O91,infections of breast associated with childbirth,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +991,994,O92,other disorders of breast and lactation associated with childbirth,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +992,995,O94,"sequelae of complication of pregnancy, childbirth and the puerperium",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +993,996,O96,death from any obstetric cause occurring more than 42 days but less than one year after delivery,XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +994,997,O98,"maternal infectious and parasitic diseases classifiable elsewhere but complicating pregnancy, childbirth and the puerperium",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +995,998,O99,"other maternal diseases classifiable elsewhere but complicating pregnancy, childbirth and the puerperium",XV,O00-O99,"Pregnancy, childbirth and the puerperium",pregnancy_childbirth,Pregnancy / childbirth,0 +996,999,P00,foetus and newborn affected by maternal conditions that may be unrelated to present pregnancy,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +997,1000,P02,"foetus and newborn affected by complications of placenta, cord and membranes",XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +998,1001,P03,foetus and newborn affected by other complications of labour and delivery,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +999,1002,P04,foetus and newborn affected by noxious influences transmitted via placenta or breast milk,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1000,1003,P05,slow foetal growth and foetal malnutrition,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1001,1004,P07,"disorders related to short gestation and low birth weight, not elsewhere classified",XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1002,1005,P08,disorders related to long gestation and high birth weight,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1003,1006,P10,intracranial laceration and haemorrhage due to birth injury,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1004,1007,P11,other birth injuries to central nervous system,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1005,1008,P12,birth injury to scalp,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1006,1009,P13,birth injury to skeleton,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1007,1010,P14,birth injury to peripheral nervous system,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1008,1011,P15,other birth injuries,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1009,1012,P20,intra-uterine hypoxia,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1010,1013,P21,birth asphyxia,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1011,1014,P22,respiratory distress of newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1012,1015,P23,congenital pneumonia,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1013,1016,P24,neonatal aspiration syndromes,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1014,1017,P25,interstitial emphysema and related conditions originating in the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1015,1018,P26,pulmonary haemorrhage originating in the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1016,1019,P27,chronic respiratory disease originating in the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1017,1020,P28,other respiratory conditions originating in the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1018,1021,P29,cardiovascular disorders originating in the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1019,1022,P35,congenital viral diseases,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1020,1023,P36,bacterial sepsis of newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1021,1024,P37,other congenital infectious and parasitic diseases,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1022,1025,P38,omphalitis of newborn with or without mild haemorrhage,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1023,1026,P39,other infections specific to the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1024,1027,P50,foetal blood loss,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1025,1028,P51,umbilical haemorrhage of newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1026,1029,P52,intracranial nontraumatic haemorrhage of foetus and newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1027,1030,P53,haemorrhagic disease of foetus and newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1028,1031,P54,other neonatal haemorrhages,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1029,1032,P55,haemolytic disease of foetus and newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1030,1033,P58,neonatal jaundice due to other excessive haemolysis,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1031,1034,P59,neonatal jaundice from other and unspecified causes,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1032,1035,P61,other perinatal haematological disorders,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1033,1036,P70,transitory disorders of carbohydrate metabolism specific to foetus and newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1034,1037,P71,transitory neonatal disorders of calcium and magnesium metabolism,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1035,1038,P78,other perinatal digestive system disorders,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1036,1039,P83,other conditions of integument specific to foetus and newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1037,1040,P91,other disturbances of cerebral status of newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1038,1041,P92,feeding problems of newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1039,1042,P94,disorders of muscle tone of newborn,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1040,1043,P95,foetal death of unspecified cause,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1041,1044,P96,other conditions originating in the perinatal period,XVI,P00-P96,Certain conditions originating in the perinatal period,perinatal,Perinatal conditions,0 +1042,1045,Q00,anencephaly and similar malformations,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1043,1046,Q01,encephalocele,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1044,1047,Q02,microcephaly,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1045,1048,Q03,congenital hydrocephalus,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1046,1049,Q04,other congenital malformations of brain,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1047,1050,Q05,spina bifida,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1048,1051,Q06,other congenital malformations of spinal cord,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1049,1052,Q07,other congenital malformations of nervous system,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1050,1053,Q10,"congenital malformations of eyelid, lachrymal apparatus and orbit",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1051,1054,Q11,"anophthalmos, microphthalmos and macrophthalmos",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1052,1055,Q12,congenital lens malformations,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1053,1056,Q13,congenital malformations of anterior segment of eye,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1054,1057,Q14,congenital malformations of posterior segment of eye,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1055,1058,Q15,other congenital malformations of eye,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1056,1059,Q16,congenital malformations of ear causing impairment of hearing,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1057,1060,Q17,other congenital malformations of ear,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1058,1061,Q18,other congenital malformations of face and neck,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1059,1062,Q20,congenital malformations of cardiac chambers and connexions,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1060,1063,Q21,congenital malformations of cardiac septa,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1061,1064,Q22,congenital malformations of pulmonary and tricuspid valves,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1062,1065,Q23,congenital malformations of aortic and mitral valves,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1063,1066,Q24,other congenital malformations of heart,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1064,1067,Q25,congenital malformations of great arteries,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1065,1068,Q26,congenital malformations of great veins,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1066,1069,Q27,other congenital malformations of peripheral vascular system,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1067,1070,Q28,other congenital malformations of circulatory system,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1068,1071,Q30,congenital malformations of nose,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1069,1072,Q31,congenital malformations of larynx,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1070,1073,Q32,congenital malformations of trachea and bronchus,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1071,1074,Q33,congenital malformations of lung,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1072,1075,Q34,other congenital malformations of respiratory system,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1073,1076,Q35,cleft palate,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1074,1077,Q36,cleft lip,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1075,1078,Q37,cleft palate with cleft lip,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1076,1079,Q38,"other congenital malformations of tongue, mouth and pharynx",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1077,1080,Q39,congenital malformations of oesophagus,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1078,1081,Q40,other congenital malformations of upper alimentary tract,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1079,1082,Q41,"congenital absence, atresia and stenosis of small intestine",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1080,1083,Q42,"congenital absence, atresia and stenosis of large intestine",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1081,1084,Q43,other congenital malformations of intestine,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1082,1085,Q44,"congenital malformations of gallbladder, bile ducts and liver",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1083,1086,Q45,other congenital malformations of digestive system,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1084,1087,Q50,"congenital malformations of ovaries, fallopian tubes and broad ligaments",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1085,1088,Q51,congenital malformations of uterus and cervix,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1086,1089,Q52,other congenital malformations of female genitalia,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1087,1090,Q53,undescended testicle,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1088,1091,Q54,hypospadias,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1089,1092,Q55,other congenital malformations of male genital organs,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1090,1093,Q56,indeterminate sex and pseudohermaphroditism,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1091,1094,Q60,renal agenesis and other reduction defects of kidney,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1092,1095,Q61,cystic kidney disease,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1093,1096,Q62,congenital obstructive defects of renal pelvis and congenital malformations of ureter,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1094,1097,Q63,other congenital malformations of kidney,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1095,1098,Q64,other congenital malformations of urinary system,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1096,1099,Q65,congenital deformities of hip,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1097,1100,Q66,congenital deformities of feet,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1098,1101,Q67,"congenital musculoskeletal deformities of head, face, spine and chest",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1099,1102,Q68,other congenital musculoskeletal deformities,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1100,1103,Q69,polydactyly,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1101,1104,Q70,syndactyly,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1102,1105,Q71,reduction defects of upper limb,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1103,1106,Q72,reduction defects of lower limb,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1104,1107,Q73,reduction defects of unspecified limb,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1105,1108,Q74,other congenital malformations of limb(s),XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1106,1109,Q75,other congenital malformations of skull and face bones,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1107,1110,Q76,congenital malformations of spine and bony thorax,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1108,1111,Q77,osteochondrodysplasia with defects of growth of tubular bones and spine,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1109,1112,Q78,other osteochondrodysplasias,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1110,1113,Q79,"congenital malformations of musculoskeletal system, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1111,1114,Q80,congenital ichthyosis,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1112,1115,Q81,epidermolysis bullosa,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1113,1116,Q82,other congenital malformations of skin,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1114,1117,Q83,congenital malformations of breast,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1115,1118,Q84,other congenital malformations of integument,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1116,1119,Q85,"phakomatoses, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1117,1120,Q86,"congenital malformation syndromes due to known exogenous causes, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1118,1121,Q87,other specified congenital malformation syndromes affecting multiple systems,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1119,1122,Q89,"other congenital malformations, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1120,1123,Q90,down's syndrome,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1121,1124,Q91,edwards' syndrome and patau's syndrome,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1122,1125,Q92,"other trisomies and partial trisomies of the autosomes, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1123,1126,Q93,"monosomies and deletions from the autosomes, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1124,1127,Q95,"balanced rearrangements and structural markers, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1125,1128,Q96,turner's syndrome,XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1126,1129,Q97,"other sex chromosome abnormalities, female phenotype, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1127,1130,Q98,"other sex chromosome abnormalities, male phenotype, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1128,1131,Q99,"other chromosome abnormalities, not elsewhere classified",XVII,Q00-Q99,"Congenital malformations, deformations and chromosomal abnormalities",congenital_chromosomal,Congenital / chromosomal,0 +1129,1132,CXX,Unknown Cancer,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1130,1133,C00,Malignant neoplasm of lip,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1131,1134,C01,Malignant neoplasm of base of tongue,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1132,1135,C02,Malignant neoplasm of other and unspecified parts of tongue,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1133,1136,C03,Malignant neoplasm of gum,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1134,1137,C04,Malignant neoplasm of floor of mouth,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1135,1138,C05,Malignant neoplasm of palate,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1136,1139,C06,Malignant neoplasm of other and unspecified parts of mouth,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1137,1140,C07,Malignant neoplasm of parotid gland,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1138,1141,C08,Malignant neoplasm of other and unspecified major salivary glands,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1139,1142,C09,Malignant neoplasm of tonsil,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1140,1143,C10,Malignant neoplasm of oropharynx,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1141,1144,C11,Malignant neoplasm of nasopharynx,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1142,1145,C12,Malignant neoplasm of pyriform sinus,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1143,1146,C13,Malignant neoplasm of hypopharynx,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1144,1147,C14,"Malignant neoplasm of other and ill-defined sites in the lip, oral cavity and pharynx",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1145,1148,C15,Malignant neoplasm of oesophagus,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1146,1149,C16,Malignant neoplasm of stomach,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1147,1150,C17,Malignant neoplasm of small intestine,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1148,1151,C18,Malignant neoplasm of colon,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1149,1152,C19,Malignant neoplasm of rectosigmoid junction,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1150,1153,C20,Malignant neoplasm of rectum,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1151,1154,C21,Malignant neoplasm of anus and anal canal,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1152,1155,C22,Malignant neoplasm of liver and intrahepatic bile ducts,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1153,1156,C23,Malignant neoplasm of gallbladder,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1154,1157,C24,Malignant neoplasm of other and unspecified parts of biliary tract,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1155,1158,C25,Malignant neoplasm of pancreas,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1156,1159,C26,Malignant neoplasm of other and ill-defined digestive organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1157,1160,C30,Malignant neoplasm of nasal cavity and middle ear,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1158,1161,C31,Malignant neoplasm of accessory sinuses,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1159,1162,C32,Malignant neoplasm of larynx,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1160,1163,C33,Malignant neoplasm of trachea,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1161,1164,C34,Malignant neoplasm of bronchus and lung,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1162,1165,C37,Malignant neoplasm of thymus,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1163,1166,C38,"Malignant neoplasm of heart, mediastinum and pleura",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1164,1167,C39,Malignant neoplasm of other and ill-defined sites in the respiratory system and intrathoracic organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1165,1168,C40,Malignant neoplasm of bone and articular cartilage of limbs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1166,1169,C41,Malignant neoplasm of bone and articular cartilage of other and unspecified sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1167,1170,C42,hematopoietic and reticuloendothelial systems (ICD-O-3 specific),II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1168,1171,C43,Malignant melanoma of skin,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1169,1172,C44,Other malignant neoplasms of skin,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1170,1173,C45,Mesothelioma,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1171,1174,C46,Kaposi's sarcoma,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1172,1175,C47,Malignant neoplasm of peripheral nerves and autonomic nervous system,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1173,1176,C48,Malignant neoplasm of retroperitoneum and peritoneum,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1174,1177,C49,Malignant neoplasm of other connective and soft tissue,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1175,1178,C50,Malignant neoplasm of breast,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1176,1179,C51,Malignant neoplasm of vulva,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1177,1180,C52,Malignant neoplasm of vagina,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1178,1181,C53,Malignant neoplasm of cervix uteri,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1179,1182,C54,Malignant neoplasm of corpus uteri,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1180,1183,C55,"Malignant neoplasm of uterus, part unspecified",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1181,1184,C56,Malignant neoplasm of ovary,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1182,1185,C57,Malignant neoplasm of other and unspecified female genital organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1183,1186,C58,Malignant neoplasm of placenta,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1184,1187,C60,Malignant neoplasm of penis,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1185,1188,C61,Malignant neoplasm of prostate,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1186,1189,C62,Malignant neoplasm of testis,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1187,1190,C63,Malignant neoplasm of other and unspecified male genital organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1188,1191,C64,"Malignant neoplasm of kidney, except renal pelvis",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1189,1192,C65,Malignant neoplasm of renal pelvis,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1190,1193,C66,Malignant neoplasm of ureter,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1191,1194,C67,Malignant neoplasm of bladder,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1192,1195,C68,Malignant neoplasm of other and unspecified urinary organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1193,1196,C69,Malignant neoplasm of eye and adnexa,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1194,1197,C70,Malignant neoplasm of meninges,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1195,1198,C71,Malignant neoplasm of brain,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1196,1199,C72,"Malignant neoplasm of spinal cord, cranial nerves and other parts of central nervous system",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1197,1200,C73,Malignant neoplasm of thyroid gland,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1198,1201,C74,Malignant neoplasm of adrenal gland,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1199,1202,C75,Malignant neoplasm of other endocrine glands and related structures,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1200,1203,C76,Malignant neoplasm of other and ill-defined sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1201,1204,C77,Secondary and unspecified malignant neoplasm of lymph nodes,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1202,1205,C78,Secondary malignant neoplasm of respiratory and digestive organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1203,1206,C79,Secondary malignant neoplasm of other sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1204,1207,C80,Malignant neoplasm without specification of site,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1205,1208,C81,Hodgkin's disease,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1206,1209,C82,Follicular [nodular] non-Hodgkin's lymphoma,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1207,1210,C83,Diffuse non-Hodgkin's lymphoma,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1208,1211,C84,Peripheral and cutaneous T-cell lymphomas,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1209,1212,C85,Other and unspecified types of non-Hodgkin's lymphoma,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1210,1213,C86,Other specified types of T/NK-cell lymphoma,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1211,1214,C88,Malignant immunoproliferative diseases,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1212,1215,C90,Multiple myeloma and malignant plasma cell neoplasms,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1213,1216,C91,Lymphoid leukaemia,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1214,1217,C92,Myeloid leukaemia,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1215,1218,C93,Monocytic leukaemia,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1216,1219,C94,Other leukaemias of specified cell type,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1217,1220,C95,Leukaemia of unspecified cell type,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1218,1221,C96,"Other and unspecified malignant neoplasms of lymphoid, haematopoietic and related tissue",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1219,1222,C97,Malignant neoplasms of independent (primary) multiple sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1220,1223,D00,"Carcinoma in situ of oral cavity, oesophagus and stomach",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1221,1224,D01,Carcinoma in situ of other and unspecified digestive organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1222,1225,D02,Carcinoma in situ of middle ear and respiratory system,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1223,1226,D03,Melanoma in situ,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1224,1227,D04,Carcinoma in situ of skin,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1225,1228,D05,Carcinoma in situ of breast,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1226,1229,D06,Carcinoma in situ of cervix uteri,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1227,1230,D07,Carcinoma in situ of other and unspecified genital organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1228,1231,D09,Carcinoma in situ of other and unspecified sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1229,1232,D10,Benign neoplasm of mouth and pharynx,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1230,1233,D11,Benign neoplasm of major salivary glands,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1231,1234,D12,"Benign neoplasm of colon, rectum, anus and anal canal",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1232,1235,D13,Benign neoplasm of other and ill-defined parts of digestive system,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1233,1236,D15,Benign neoplasm of other and unspecified intrathoracic organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1234,1237,D16,Benign neoplasm of bone and articular cartilage,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1235,1238,D18,"Haemangioma and lymphangioma, any site",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1236,1239,D27,Benign neoplasm of ovary,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1237,1240,D30,Benign neoplasm of urinary organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1238,1241,D32,Benign neoplasm of meninges,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1239,1242,D33,Benign neoplasm of brain and other parts of central nervous system,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1240,1243,D34,Benign neoplasm of thyroid gland,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1241,1244,D35,Benign neoplasm of other and unspecified endocrine glands,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1242,1245,D36,Benign neoplasm of other and unspecified sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1243,1246,D37,Neoplasm of uncertain or unknown behaviour of oral cavity and digestive organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1244,1247,D38,Neoplasm of uncertain or unknown behaviour of middle ear and respiratory and intrathoracic organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1245,1248,D39,Neoplasm of uncertain or unknown behaviour of female genital organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1246,1249,D40,Neoplasm of uncertain or unknown behaviour of male genital organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1247,1250,D41,Neoplasm of uncertain or unknown behaviour of urinary organs,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1248,1251,D42,Neoplasm of uncertain or unknown behaviour of meninges,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1249,1252,D43,Neoplasm of uncertain or unknown behaviour of brain and central nervous system,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1250,1253,D44,Neoplasm of uncertain or unknown behaviour of endocrine glands,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1251,1254,D45,Polycythaemia vera,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1252,1255,D46,Myelodysplastic syndromes,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1253,1256,D47,"Other neoplasms of uncertain or unknown behaviour of lymphoid, haematopoietic and related tissue",II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1254,1257,D48,Neoplasm of uncertain or unknown behaviour of other and unspecified sites,II,C00-D48,Neoplasms,neoplasm,Neoplasm / oncology,0 +1255,1258,Death,Death,Death,,Death endpoint,death,Death,1